https://biron.usc.edu/wiki/api.php?action=feedcontributions&user=Akshay&feedformat=atomWikiBiron - User contributions [en]2024-03-29T11:30:32ZUser contributionsMediaWiki 1.31.1https://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2923Signal Transformation, Analysis and Compression Group2016-04-01T23:07:18Z<p>Akshay: </p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
<li> Diego Silva <i>, Graph-based Industrial Applications </i> </li><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> [http://www-scf.usc.edu/~agadde/ Akshay Gadde] <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu:8080/thepub/submitfilter.jsp?order=year&order=type New Publication page (incomplete)]</B><br />
</ul><br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals] <br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/User:Diego Graph Fourier Transform Interactive Graphical User Interface] <br />
</ul><br />
<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Graph_Filterbanks&diff=2856Graph Filterbanks2015-07-22T17:15:27Z<p>Akshay: /* Source Code */</p>
<hr />
<div>== General Information ==<br />
<br />
* This website provides source code for two-channel wavelet transforms on graphs.<br />
<br />
* Publications describing these transforms can be found at:<br />
**[http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
**[http://biron.usc.edu/wiki/index.php/Sunil_Kumar Sunil K. Narang's web page] <br />
<br />
* This page is maintained by Sunil K. Narang<br />
** Email: kumarsun at usc dot edu<br />
<br />
== Source Code ==<br />
<!--this comments the text * [http://biron.usc.edu/~kumarsun/Codes/GraphWaveletsDemo.zip Graph-QMF Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graph-QMF wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
<br><br />
* [http://biron.usc.edu/~kumarsun/Codes/graphBior-Filterbanks.zip GraphBior Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> under review in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]--><br />
<br />
* [http://sipi.usc.edu/~ortega/Graph_Wavelets_Demo.zip Graph Wavelets Matlab Source Code]<br />
**It contains demo examples implementing two-channel graph-QMF and graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithms and proposed formulations can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]<br />
<br />
==Installation==<br />
* The code is written in Matlab(c) version R2011a. <br />
* To install the code, simply unpack the directory in a Matlab folder.<br />
<br />
== How to run demos ==<br />
* Demo 1 implements a 2-dimensional graph-QMF filterbank on an 8-connected graph-formulation of any 2D digital image.<br />
** For a K-level wavelet-tree decomposition, the algorithm automatically crops the input image into a square image of size multiple of 2^K.<br />
** The output is graph wavelet-coefficients ordered in the image format as shown <br />
<br />
[[File:wav_coeffs_ordering.jpg | alt=(any caption) | 500px | Wavlet ordering]]<br />
<br />
** To run the demo, execute any of the following commands:<br />
<br />
1 filterbanks on a default image and parameters<br />
[wav_coeffs] = QMF_filterbank_demo_1();<br />
2 filterbanks on a given image <br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype);<br />
3 filterbanks on a given image with optional parameters<br />
opt = struct('max_level',3,'filterlen',20,'nnz_factor',1);<br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype,opt);<br />
% where max_level is the number of decomposition level, <br />
% filterlen is length of approximated FIR Meyer kernel<br />
% nnz_factor is the fraction of non-zero high-pass coefficients used in reconstruction<br />
<br />
* Demo 2 implements a 2-dimensional graph-QMF filterbank on the Minnesota traffic graph.<br />
** To run the demo, execute in Matlab <br />
[wav_coeffs, channel_info] = QMF_filterbank_demo_2();<br />
% where wav_coeffs are the output wavelet coefficients ordered as a vector<br />
% channel_info(i).name is the name of subband, <br />
% channel_info(i).nodes is the set of indices of wavelet coefficients in the ith subband.<br />
<br />
== Contact ==<br />
* Comments, questions or concerns should be directed to: Sunil K. Narang (kumarsun at usc dot edu)<br />
<br />
== Related Publications ==<br />
<ul><br />
<li><br />
S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>In IEEE Transactions of Signal Processing, also available at Tech. Rep. arXiv:1106.3693v3 </i></ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<br />
== Related Links ==<br />
* [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filterbanks on Graph]<br />
* [http://anrg.usc.edu/SenZip/ SenZip]<br />
* [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks]<br />
* [http://biron.usc.edu/wiki/index.php?title=CompressionGroup Compression Research Group]<br />
<br />
== Acknowledgements ==<br />
* This work was supported by NSF under grant CCF-1018977</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Graph_Filterbanks&diff=2855Graph Filterbanks2015-07-22T17:14:41Z<p>Akshay: /* Source Code */</p>
<hr />
<div>== General Information ==<br />
<br />
* This website provides source code for two-channel wavelet transforms on graphs.<br />
<br />
* Publications describing these transforms can be found at:<br />
**[http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
**[http://biron.usc.edu/wiki/index.php/Sunil_Kumar Sunil K. Narang's web page] <br />
<br />
* This page is maintained by Sunil K. Narang<br />
** Email: kumarsun at usc dot edu<br />
<br />
== Source Code ==<br />
<!--* [http://biron.usc.edu/~kumarsun/Codes/GraphWaveletsDemo.zip Graph-QMF Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graph-QMF wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
<br><br />
* [http://biron.usc.edu/~kumarsun/Codes/graphBior-Filterbanks.zip GraphBior Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> under review in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]--><br />
<br />
* [http://sipi.usc.edu/~ortega/Graph_Wavelets_Demo.zip Graph Wavelets Matlab Source Code]<br />
**It contains demo examples implementing two-channel graph-QMF and graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithms and proposed formulations can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]<br />
<br />
==Installation==<br />
* The code is written in Matlab(c) version R2011a. <br />
* To install the code, simply unpack the directory in a Matlab folder.<br />
<br />
== How to run demos ==<br />
* Demo 1 implements a 2-dimensional graph-QMF filterbank on an 8-connected graph-formulation of any 2D digital image.<br />
** For a K-level wavelet-tree decomposition, the algorithm automatically crops the input image into a square image of size multiple of 2^K.<br />
** The output is graph wavelet-coefficients ordered in the image format as shown <br />
<br />
[[File:wav_coeffs_ordering.jpg | alt=(any caption) | 500px | Wavlet ordering]]<br />
<br />
** To run the demo, execute any of the following commands:<br />
<br />
1 filterbanks on a default image and parameters<br />
[wav_coeffs] = QMF_filterbank_demo_1();<br />
2 filterbanks on a given image <br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype);<br />
3 filterbanks on a given image with optional parameters<br />
opt = struct('max_level',3,'filterlen',20,'nnz_factor',1);<br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype,opt);<br />
% where max_level is the number of decomposition level, <br />
% filterlen is length of approximated FIR Meyer kernel<br />
% nnz_factor is the fraction of non-zero high-pass coefficients used in reconstruction<br />
<br />
* Demo 2 implements a 2-dimensional graph-QMF filterbank on the Minnesota traffic graph.<br />
** To run the demo, execute in Matlab <br />
[wav_coeffs, channel_info] = QMF_filterbank_demo_2();<br />
% where wav_coeffs are the output wavelet coefficients ordered as a vector<br />
% channel_info(i).name is the name of subband, <br />
% channel_info(i).nodes is the set of indices of wavelet coefficients in the ith subband.<br />
<br />
== Contact ==<br />
* Comments, questions or concerns should be directed to: Sunil K. Narang (kumarsun at usc dot edu)<br />
<br />
== Related Publications ==<br />
<ul><br />
<li><br />
S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>In IEEE Transactions of Signal Processing, also available at Tech. Rep. arXiv:1106.3693v3 </i></ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<br />
== Related Links ==<br />
* [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filterbanks on Graph]<br />
* [http://anrg.usc.edu/SenZip/ SenZip]<br />
* [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks]<br />
* [http://biron.usc.edu/wiki/index.php?title=CompressionGroup Compression Research Group]<br />
<br />
== Acknowledgements ==<br />
* This work was supported by NSF under grant CCF-1018977</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Graph_Filterbanks&diff=2854Graph Filterbanks2015-07-22T17:13:46Z<p>Akshay: /* Source Code */</p>
<hr />
<div>== General Information ==<br />
<br />
* This website provides source code for two-channel wavelet transforms on graphs.<br />
<br />
* Publications describing these transforms can be found at:<br />
**[http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
**[http://biron.usc.edu/wiki/index.php/Sunil_Kumar Sunil K. Narang's web page] <br />
<br />
* This page is maintained by Sunil K. Narang<br />
** Email: kumarsun at usc dot edu<br />
<br />
== Source Code ==<br />
<!--* [http://biron.usc.edu/~kumarsun/Codes/GraphWaveletsDemo.zip Graph-QMF Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graph-QMF wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
<br><br />
* [http://biron.usc.edu/~kumarsun/Codes/graphBior-Filterbanks.zip GraphBior Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> under review in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]--><br />
<br />
* [http://sipi.usc.edu/~ortega/Graph_Wavelets_Demo.zip Graph Wavelets Matlab Source Code]<br />
**It contains demo examples implementing two-channel graph-QMF and graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithms and proposed formulations can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> under review in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]<br />
<br />
==Installation==<br />
* The code is written in Matlab(c) version R2011a. <br />
* To install the code, simply unpack the directory in a Matlab folder.<br />
<br />
== How to run demos ==<br />
* Demo 1 implements a 2-dimensional graph-QMF filterbank on an 8-connected graph-formulation of any 2D digital image.<br />
** For a K-level wavelet-tree decomposition, the algorithm automatically crops the input image into a square image of size multiple of 2^K.<br />
** The output is graph wavelet-coefficients ordered in the image format as shown <br />
<br />
[[File:wav_coeffs_ordering.jpg | alt=(any caption) | 500px | Wavlet ordering]]<br />
<br />
** To run the demo, execute any of the following commands:<br />
<br />
1 filterbanks on a default image and parameters<br />
[wav_coeffs] = QMF_filterbank_demo_1();<br />
2 filterbanks on a given image <br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype);<br />
3 filterbanks on a given image with optional parameters<br />
opt = struct('max_level',3,'filterlen',20,'nnz_factor',1);<br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype,opt);<br />
% where max_level is the number of decomposition level, <br />
% filterlen is length of approximated FIR Meyer kernel<br />
% nnz_factor is the fraction of non-zero high-pass coefficients used in reconstruction<br />
<br />
* Demo 2 implements a 2-dimensional graph-QMF filterbank on the Minnesota traffic graph.<br />
** To run the demo, execute in Matlab <br />
[wav_coeffs, channel_info] = QMF_filterbank_demo_2();<br />
% where wav_coeffs are the output wavelet coefficients ordered as a vector<br />
% channel_info(i).name is the name of subband, <br />
% channel_info(i).nodes is the set of indices of wavelet coefficients in the ith subband.<br />
<br />
== Contact ==<br />
* Comments, questions or concerns should be directed to: Sunil K. Narang (kumarsun at usc dot edu)<br />
<br />
== Related Publications ==<br />
<ul><br />
<li><br />
S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>In IEEE Transactions of Signal Processing, also available at Tech. Rep. arXiv:1106.3693v3 </i></ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<br />
== Related Links ==<br />
* [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filterbanks on Graph]<br />
* [http://anrg.usc.edu/SenZip/ SenZip]<br />
* [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks]<br />
* [http://biron.usc.edu/wiki/index.php?title=CompressionGroup Compression Research Group]<br />
<br />
== Acknowledgements ==<br />
* This work was supported by NSF under grant CCF-1018977</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Graph_Filterbanks&diff=2853Graph Filterbanks2015-07-22T17:08:39Z<p>Akshay: /* Source Code */</p>
<hr />
<div>== General Information ==<br />
<br />
* This website provides source code for two-channel wavelet transforms on graphs.<br />
<br />
* Publications describing these transforms can be found at:<br />
**[http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
**[http://biron.usc.edu/wiki/index.php/Sunil_Kumar Sunil K. Narang's web page] <br />
<br />
* This page is maintained by Sunil K. Narang<br />
** Email: kumarsun at usc dot edu<br />
<br />
== Source Code ==<br />
<!--* [http://biron.usc.edu/~kumarsun/Codes/GraphWaveletsDemo.zip Graph-QMF Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graph-QMF wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i> in IEEE Transactions on Signal Processing </i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]<br />
<br><br />
* [http://biron.usc.edu/~kumarsun/Codes/graphBior-Filterbanks.zip GraphBior Matlab Source Code]<br />
**This toolbox contains demo examples of implementing two-channel graphBior wavelet filterbanks, on the vertices of an undirected weighted graph. The algorithm and proposed formulation can be found in:<br />
# S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", <i> under review in IEEE Transactions on Signal Processing </i>[http://arxiv.org/pdf/1210.8129v1.pdf<small><b> PDF format</b></small>]--><br />
<br />
==Installation==<br />
* The code is written in Matlab(c) version R2011a. <br />
* To install the code, simply unpack the directory in a Matlab folder.<br />
<br />
== How to run demos ==<br />
* Demo 1 implements a 2-dimensional graph-QMF filterbank on an 8-connected graph-formulation of any 2D digital image.<br />
** For a K-level wavelet-tree decomposition, the algorithm automatically crops the input image into a square image of size multiple of 2^K.<br />
** The output is graph wavelet-coefficients ordered in the image format as shown <br />
<br />
[[File:wav_coeffs_ordering.jpg | alt=(any caption) | 500px | Wavlet ordering]]<br />
<br />
** To run the demo, execute any of the following commands:<br />
<br />
1 filterbanks on a default image and parameters<br />
[wav_coeffs] = QMF_filterbank_demo_1();<br />
2 filterbanks on a given image <br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype);<br />
3 filterbanks on a given image with optional parameters<br />
opt = struct('max_level',3,'filterlen',20,'nnz_factor',1);<br />
filename = 'sample1.jpg';<br />
filetype = 'jpeg';<br />
[wav_coeffs] = QMF_filterbank_demo_1(filename,filetype,opt);<br />
% where max_level is the number of decomposition level, <br />
% filterlen is length of approximated FIR Meyer kernel<br />
% nnz_factor is the fraction of non-zero high-pass coefficients used in reconstruction<br />
<br />
* Demo 2 implements a 2-dimensional graph-QMF filterbank on the Minnesota traffic graph.<br />
** To run the demo, execute in Matlab <br />
[wav_coeffs, channel_info] = QMF_filterbank_demo_2();<br />
% where wav_coeffs are the output wavelet coefficients ordered as a vector<br />
% channel_info(i).name is the name of subband, <br />
% channel_info(i).nodes is the set of indices of wavelet coefficients in the ith subband.<br />
<br />
== Contact ==<br />
* Comments, questions or concerns should be directed to: Sunil K. Narang (kumarsun at usc dot edu)<br />
<br />
== Related Publications ==<br />
<ul><br />
<li><br />
S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>In IEEE Transactions of Signal Processing, also available at Tech. Rep. arXiv:1106.3693v3 </i></ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<br />
== Related Links ==<br />
* [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filterbanks on Graph]<br />
* [http://anrg.usc.edu/SenZip/ SenZip]<br />
* [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks]<br />
* [http://biron.usc.edu/wiki/index.php?title=CompressionGroup Compression Research Group]<br />
<br />
== Acknowledgements ==<br />
* This work was supported by NSF under grant CCF-1018977</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2835Publications2015-03-03T23:38:29Z<p>Akshay: /* Selected Refereed International Conferences */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
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journals in which they were published. You may copy a manuscript for<br />
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provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2013</B></P>===<br />
<ul><br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<LI>A. Gadde, S.K. Narang and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_ICIP_13.pdf Bilateral Filter: Graph Spectral Interpretation and Extensions]", <i>ICIP 2013</i>, Melbourne, Australia, 2013 (Top 10% of all accepted manuscripts).<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<LI>H.E. Egilmez and A. Ortega "[http://www-scf.usc.edu/~hegilmez/Papers/icassp2014.pdf Spectral Anomaly Detection using Graph-based Filtering for Wireless Sensor Networks]", <i>ICASSP 2014</i>, Florence, Italy, 2014.<br />
<LI>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
<br />
</ul><br />
<br />
===<P><B>2015</B></P>===<br />
<ul><br />
<LI>A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_ICASSP_14.pdf A Probabilistic Interpretation of Sampling Theory of Graph Signals]", <i>ICASSP 2015</i>, Brisbane, Australia, 2015.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2831Signal Transformation, Analysis and Compression Group2015-01-22T05:32:50Z<p>Akshay: /* Software */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals] <br />
</ul><br />
<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2830Active Learning2015-01-21T15:59:33Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to [http://www.cs.nyu.edu/~roweis/data.html USPS Handwritten Digit Recognition dataset]. It is written in MATLAB R2013a. It uses the [http://wiki.epfl.ch/sgwt SGWT toolbox] which is also included. <br />
<br />
<br> <br />
<br />
To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2829Active Learning2015-01-21T15:58:00Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to [http://www.cs.nyu.edu/~roweis/data.html USPS Handwritten Digit Recognition dataset]. It is written in MATLAB R2013a. It uses the [http://wiki.epfl.ch/sgwt SGWT toolbox] which is also included. <br />
<br />
<br />
To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2828Active Learning2015-01-21T15:57:38Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to [http://www.cs.nyu.edu/~roweis/data.html USPS Handwritten Digit Recognition dataset]. It is written in MATLAB R2013a. It uses the [http://wiki.epfl.ch/sgwt SGWT toolbox] which is also included. <br />
<br />
<ul><br />
To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2827Active Learning2015-01-21T15:51:32Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to [http://www.cs.nyu.edu/~roweis/data.html USPS Handwritten Digit Recognition dataset]. It is written in MATLAB R2013a. It uses the [http://wiki.epfl.ch/sgwt SGWT toolbox] which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2826Active Learning2015-01-21T15:47:18Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to USPS Handwritten Digit Recognition dataset. It is written in MATLAB R2013a. It uses the SGWT toolbox which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2825Active Learning2015-01-21T15:29:23Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to the USPS Handwritten Digit Recognition dataset. It is written in MATLAB R2013a. It uses the SGWT toolbox which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2824Active Learning2015-01-21T15:29:02Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to the USPS Handwritten Digit Recognition dataset. It is written in MATLAB R2013a. It uses the SGWT toolbox which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Active SSL via Sampling Theory]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2823Active Learning2015-01-21T15:27:34Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to the USPS Handwritten Digit Recognition dataset. It is written in MATLAB R2013a. It uses the SGWT toolbox which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2822Active Learning2015-01-21T15:27:16Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code below applies the proposed active learning method to the USPS Handwritten Digit Recognition dataset. It is written in MATLAB R2013a. It uses the SGWT toolbox which is also included. To run the code, simply unpack the directory and run main_usps.m. If you have any questions, please email agadde at usc dot edu.<br />
<br />
<\ul> <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2821Active Learning2015-01-21T15:20:21Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<i>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code implements the active learning method proposed in The code is written in MATLAB R2013a. <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2820Active Learning2015-01-21T15:18:43Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
The code is written in MATLAB R2013a. <br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2818Active Learning2015-01-21T15:00:26Z<p>Akshay: moved ActiveLearning to Active Learning</p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=ActiveLearning&diff=2819ActiveLearning2015-01-21T15:00:26Z<p>Akshay: moved ActiveLearning to Active Learning</p>
<hr />
<div>#REDIRECT [[Active Learning]]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2817Signal Transformation, Analysis and Compression Group2015-01-21T14:59:36Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2816Signal Transformation, Analysis and Compression Group2015-01-21T14:58:32Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/ActiveLearning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2815Signal Transformation, Analysis and Compression Group2015-01-21T14:58:16Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active_Learning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2814Active Learning2015-01-21T14:55:56Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2813Active Learning2015-01-21T14:55:36Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2812Active Learning2015-01-21T14:55:13Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br><br />
<br />
<li>'''Software'''<br />
<br />
<ul><br />
<br />
[http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]<br />
<br />
<\ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2811Active Learning2015-01-21T14:52:31Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2810Active Learning2015-01-21T14:51:00Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
<br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<br />
</ul><br />
<br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2809Active Learning2015-01-21T14:48:13Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<br />
<ul><br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
</ul><br />
<br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2808Active Learning2015-01-21T14:46:35Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<ul><br />
<li>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>Woo-Shik Kim, S.K. Narang and A. Ortega, "Graph based transforms for depth video coding",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Local Two-Channel Critically Sampled Filter-Banks On Graphs",<i>Intl. Conf. on Image Proc. (ICIP'10),</i>[http://biron.usc.edu/~kumarsun/papers/ICIP10GraphTransform.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICIPPoster2010.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li> S. K. Narang and A. Ortega, "Lifting Based Wavelet Transforms on Graphs". <i>In Proc. of 2009 APSIPA Annual Summit and Conference (APSIPA ASC 2009)</i> Sapporo, Japan [http://biron.usc.edu/~kumarsun/papers/APSIPA_09_Graph_Lifting.pdf <small><b> PDF format</b></small>]</ul><br />
<br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2807Active Learning2015-01-21T14:44:36Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<ul><br />
<li>S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>To appear in IEEE Transactions on Signal Processing</i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>Woo-Shik Kim, S.K. Narang and A. Ortega, "Graph based transforms for depth video coding",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Local Two-Channel Critically Sampled Filter-Banks On Graphs",<i>Intl. Conf. on Image Proc. (ICIP'10),</i>[http://biron.usc.edu/~kumarsun/papers/ICIP10GraphTransform.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICIPPoster2010.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li> S. K. Narang and A. Ortega, "Lifting Based Wavelet Transforms on Graphs". <i>In Proc. of 2009 APSIPA Annual Summit and Conference (APSIPA ASC 2009)</i> Sapporo, Japan [http://biron.usc.edu/~kumarsun/papers/APSIPA_09_Graph_Lifting.pdf <small><b> PDF format</b></small>]</ul><br />
<br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2806Active Learning2015-01-21T14:44:22Z<p>Akshay: </p>
<hr />
<div><li>'''Publications'''<br />
<ul><br />
<li>S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>To appear in IEEE Transactions on Signal Processing</i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>Woo-Shik Kim, S.K. Narang and A. Ortega, "Graph based transforms for depth video coding",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Local Two-Channel Critically Sampled Filter-Banks On Graphs",<i>Intl. Conf. on Image Proc. (ICIP'10),</i>[http://biron.usc.edu/~kumarsun/papers/ICIP10GraphTransform.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICIPPoster2010.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li> S. K. Narang and A. Ortega, "Lifting Based Wavelet Transforms on Graphs". <i>In Proc. of 2009 APSIPA Annual Summit and Conference (APSIPA ASC 2009)</i> Sapporo, Japan [http://biron.usc.edu/~kumarsun/papers/APSIPA_09_Graph_Lifting.pdf <small><b> PDF format</b></small>]</ul><br />
</ul><br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Active_Learning&diff=2805Active Learning2015-01-21T14:43:58Z<p>Akshay: Created page with '<li>'''Publications''' <ul> <li>S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>To appear in IEEE Transac…'</p>
<hr />
<div><li>'''Publications'''<br />
<ul><br />
<li>S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", <i>To appear in IEEE Transactions on Signal Processing</i>[http://arxiv.org/abs/1106.3693<small><b> PDF format</b></small>]</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>Woo-Shik Kim, S.K. Narang and A. Ortega, "Graph based transforms for depth video coding",<i>To appear in IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12)</i><br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",<i>IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11),</i>[http://biron.usc.edu/~kumarsun/papers/ICASSP11Downsampling.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICASSPPoster2011.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li>S.K. Narang and A. Ortega, "Local Two-Channel Critically Sampled Filter-Banks On Graphs",<i>Intl. Conf. on Image Proc. (ICIP'10),</i>[http://biron.usc.edu/~kumarsun/papers/ICIP10GraphTransform.pdf <small><b> PDF format</b></small>],<br />
[http://biron.usc.edu/~kumarsun/Posters/ICIPPoster2010.pdf <small><b> Poster</b></small>]<br />
</ul><br />
<ul><br />
<li> S. K. Narang and A. Ortega, "Lifting Based Wavelet Transforms on Graphs". <i>In Proc. of 2009 APSIPA Annual Summit and Conference (APSIPA ASC 2009)</i> Sapporo, Japan [http://biron.usc.edu/~kumarsun/papers/APSIPA_09_Graph_Lifting.pdf <small><b> PDF format</b></small>]</ul><br />
<br />
</ul><br />
<br></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2804Signal Transformation, Analysis and Compression Group2015-01-21T14:40:45Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/ActiveLearning Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2803Signal Transformation, Analysis and Compression Group2015-01-21T14:40:12Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active Learning Using Sampling Theory of Graph Signals]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Signal_Transformation,_Analysis_and_Compression_Group&diff=2802Signal Transformation, Analysis and Compression Group2015-01-21T14:39:34Z<p>Akshay: /* Projects */</p>
<hr />
<div><ul><br />
<li> <B>Faculty</B><br />
<ul><br />
[http://biron.usc.edu/wiki/index.php/Antonio_Ortega Antonio Ortega]<br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li> <B> Postdocs </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B> Visitors </B> <br />
<UL><br />
</UL><br />
</ul><br />
<br />
<ul><br />
<li> <B>PhD Students</B><br />
<UL><br />
<br />
<li> Aamir Anis <br />
<li> Yung-Hsuan Jessie Chao <i> Graph-based Image Processing </i> <br />
<li> [http://www-scf.usc.edu/~hegilmez/ Hilmi E. Egilmez] <i>, Graph-based methods and their applications </i> <br />
<li> Akshay Gadde <i> Graph Signal Processing </i> <br />
<li> Jiun-Yu Joanne Kao<br />
<li> Eduardo Pavez<br />
<li> [http://biron.usc.edu/wiki/index.php/AminRezapour Amin Rezapour] <i>, Waterflood Optimization </i> <br />
<li> Thacio Scandaroli <br />
<li> Yongzhe Wang, <i> 3D video coding </i><br />
</UL><br />
</ul><br />
<ul> <br />
<li><B>MS Students</B><br />
<ul><br />
<i> </i><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>Undergraduate Students</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/PhD_Alumni PhD Alumni (with PhD Theses and current affiliation)]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Past_Visitors Past Visitors and BS/MS students]</B><br />
<ul><br />
</ul><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publications Publications]</B><br />
</ul><br />
<br />
<ul><br />
<li><B>[http://biron.usc.edu/wiki/index.php/Publication_Tools Publication Tools]</B><br />
</ul><br />
<br />
== Projects ==<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Active Learning Using Sampling Theory of Graph Signals.]<br />
<li> [http://biron.usc.edu/wiki/index.php/GraphWavelets Wavelet Filter-banks on Graphs.] <br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge-adaptive transforms for efficient depth map coding.] <br />
<li> Application-specific compression<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/DSNProject Distributed Compression for Sensor Networks] <br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MVCProject Multi-view video coding]<br />
<li> [http://biron.usc.edu/wiki/index.php/ETComp Error-tolerant compression]<br />
<br />
<li> Signal processing for oil field technology, part of [http://ilense.isi.edu/cisoft CISOFT]<br />
<li> [http://www.isi.edu/ant/index.html Analysis of network traces]<br />
<li> Analysis and classification of DNA micro-array data [http://biron.usc.edu/~piquereg/GADA (GADA software)]<br />
<li> [http://ultra.usc.edu/ Ultra-Wideband Radio Communications lab ]<br />
<li> [http://imsc.usc.edu Integrated Media Systems Center]<br />
<li> [http://biron.usc.edu/wiki/index.php/CompressionGroup/MCProject Multimedia compression]<br />
<li> [http://biron.usc.edu/wiki/index.php/Error_Tolerant_Computing Error Tolerant Computing]<br />
<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Old_Projects <B>Old Projects</B>]<br />
</ul><br />
<br />
== Software ==<br />
<ul><br />
<li> [https://sites.google.com/site/rpique/software Genome Alteration Detection Analysis (GADA)]<br />
</ul><br />
<br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Graph_Filterbanks Wavelet Filterbanks on Graphs] <br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/BlockGraphTransforms Edge Aware Transforms (EAT) demo]<br />
</ul><br />
<ul><br />
<li> [http://biron.usc.edu/wiki/index.php/Wavelets_on_Trees Wavelets on Trees]<br />
</ul><br />
<br />
<ul><br />
<li> [http://anrg.usc.edu/SenZip/ SenZip] (developed jointly with the <br />
[http://anrg.usc.edu/www/index.php/Main_Page USC Autonomous Networks Research Group, ANRG])<br />
</ul></div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2801Publications2015-01-08T07:58:28Z<p>Akshay: /* 2014 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2013</B></P>===<br />
<ul><br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_13.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<LI>A. Gadde, S.K. Narang and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_ICIP_13.pdf Bilateral Filter: Graph Spectral Interpretation and Extensions]", <i>ICIP 2013</i>, Melbourne, Australia, 2013 (Top 10% of all accepted manuscripts).<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<LI>H.E. Egilmez and A. Ortega "[http://www-scf.usc.edu/~hegilmez/Papers/icassp2014.pdf Spectral Anomaly Detection using Graph-based Filtering for Wireless Sensor Networks]", <i>ICASSP 2014</i>, Florence, Italy, 2014.<br />
<LI>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014 ([http://sipi.usc.edu/~ortega/Papers/active-ssl-via-sampling-theory-code.zip Matlab Code]).<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2795Publications2014-05-20T21:09:09Z<p>Akshay: /* 2013 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2013</B></P>===<br />
<ul><br />
<LI>S.K. Narang, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_ICASSP_14.pdf Signal Processing Techniques for Interpolation of Graph Structured Data]", <i>ICASSP 2013</i>, Vancouver, Canada, 2013.<br />
<LI>A. Gadde, S.K. Narang and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_ICIP_13.pdf Bilateral Filter: Graph Spectral Interpretation and Extensions]", <i>ICIP 2013</i>, Melbourne, Australia, 2013 (Top 10% of all accepted manuscripts).<br />
<LI>S.K. Narang, A. Gadde, E. Sanou and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Narang_GlobalSIP_13.pdf Localized Iterative Methods for Interpolation of Graph Structured Data]", <i>GlobalSIP 2013</i>, Austin, USA, 2013.<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<LI>H.E. Egilmez and A. Ortega "[http://www-scf.usc.edu/~hegilmez/Papers/icassp2014.pdf Spectral Anomaly Detection using Graph-based Filtering for Wireless Sensor Networks]", <i>ICASSP 2014</i>, Florence, Italy, 2014.<br />
<LI>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2794Publications2014-05-20T21:04:15Z<p>Akshay: /* Selected Refereed International Conferences */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
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provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2013</B></P>===<br />
<ul><br />
<LI>A. Gadde, S.K. Narang and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_ICIP_13.pdf Bilateral Filter: Graph Spectral Interpretation and Extensions]", <i>ICIP 2013</i>, Melbourne, Australia, 2013 (Top 10% of all accepted manuscripts).<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<LI>H.E. Egilmez and A. Ortega "[http://www-scf.usc.edu/~hegilmez/Papers/icassp2014.pdf Spectral Anomaly Detection using Graph-based Filtering for Wireless Sensor Networks]", <i>ICASSP 2014</i>, Florence, Italy, 2014.<br />
<LI>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2793Publications2014-05-20T20:59:09Z<p>Akshay: /* 2014 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", <i>ICASSP 2014</i>, Florence, Italy, 2014 (Best student paper award).<br />
<LI>H.E. Egilmez and A. Ortega "[http://www-scf.usc.edu/~hegilmez/Papers/icassp2014.pdf Spectral Anomaly Detection using Graph-based Filtering for Wireless Sensor Networks]", <i>ICASSP 2014</i>, Florence, Italy, 2014.<br />
<LI>A. Gadde, A. Anis and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Gadde_KDD_14.pdf Active Semi-Supervised Learning Using Sampling Theory for Graph Signals]", <i>KDD 2014</i>, New York, USA, 2014.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2790Publications2014-03-28T21:25:07Z<p>Akshay: /* 2014 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]", ICASSP, Florence, 2014.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2789Publications2014-03-28T21:24:15Z<p>Akshay: /* Selected Refereed International Conferences */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "[http://sipi.usc.edu/~ortega/PhDTheses/Ortega/Thesis.html Optimization techniques for adaptive quantization of image and video under delay constraints]", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://arxiv.org/abs/0909.5177 Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://arxiv.org/abs/1211.0053 Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://arxiv.org/abs/1210.8129 Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<li> Y. Lin and A. Ortega, “[http://arxiv.org/abs/1303.3052 Object-based high contrast travel time tomography]”, submitted, <i> SEG Geophysics</i>, March 2013, also in <i>arXiv 1303.3052.</i><br />
<br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li> Y. Lin, A. Ortega, T. A. Tafti, and I. Ershaghi, "[http://sipi.usc.edu/~ortega/papers/SPE_WRM_Lin_2012.pdf Detecting Shale Discontinuity between Different Layers Using Waterflood Tomography]", SPE Western North American Regional Meeting, Bakersfield, CA, March 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<P><B>2014</B></P>===<br />
<ul><br />
<LI>A. Anis, A. Gadde and A. Ortega "[http://sipi.usc.edu/~ortega/Papers/Anis_ICASSP_14.pdf Towards a Sampling Theorem for Signals on Arbitrary Graphs]'', ICASSP, Florence, 2014.<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2577Publications2013-01-03T12:33:23Z<p>Akshay: /* 2011 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Enriquez_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2576Publications2013-01-03T12:22:31Z<p>Akshay: /* 2011 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
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<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<ul><br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/D_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
</ul><br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2575Publications2013-01-03T12:20:56Z<p>Akshay: /* 2011 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
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journals in which they were published. You may copy a manuscript for<br />
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provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/D_11.pdf Video Encoder Based on Lifting Transforms on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov. 2011.<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2574Publications2013-01-03T12:15:34Z<p>Akshay: /* 2011 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<li> E. Martinez-Enriquez and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/DCC_Enriquez_11.pdf Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data <br />
<br />
Compression Conference (DCC)</i>, 2011, March 2011.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_11.pdf Downsampling Graphs using Spectral Theory]", <i>ICASSP 2011</i>,<br />
Prague, Czech Republic, May 2011.<br />
<br />
<li> S. McPherson and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_McPherson_11.pdf Detecting Low-Rate Periodic Events in Internet Traffic using<br />
Renewal Theory]", <i>ICASSP 2011</i>, Prague, Czech Republic, May 2011.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia, "[http://sipi.usc.edu/~ortega/papers/3DTV_Carballeira_11.pdf A Graph-based approach for <br />
<br />
latency modeling and optimization in multiview video coding]", <i>3DTV Conference 2011</i>, Antalya, Turkey, May 2011.<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "[http://sipi.usc.edu/~ortega/papers/ICME_Kim_11.pdf 3-D video quality improvement using depth transition<br />
data]", <i>In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011</i>, Barcelona, Spain, Jul. 2011.<br />
<br />
<li> X. Xiu, G. Cheung, A. Ortega and J. Liang, "[http://sipi.usc.edu/~ortega/papers/ICME_Xiu_11.pdf Optimizing Frame Structure for Interactive Multiview<br />
Video Streaming with View Synthesis]", <i>ICME Hot 3D Workshop</i>, Barcelona, Spain, July 2011.<br />
<br />
<li> L. Amati, G. Valenzise, A. Ortega and S. Tubaro,"[http://sipi.usc.edu/~ortega/papers/SPIE_Amati_11.pdf Dependent video coding using a tree representation of pixel <br />
<br />
dependencies]", <i>SPIE Conf.</i>, San Diego, CA, Aug. 2011.<br />
<br />
<li> J. Tokayer, A. Ortega and D. Huang, "[http://sipi.usc.edu/~ortega/papers/ICIP_Tokayer_11.pdf Sparsity-based Retinal Layer Segmentation of Optical Coherence <br />
<br />
Tomography Images]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> G. Cheung, J. Ishida, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Cheung_11.pdf Sparse Transform Domain Representation of Depth Maps Using <br />
<br />
Iterative Quadratic Programs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Fan_11.pdf Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression]",<br />
<i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> J. Perez Trufero, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICIP_Trufero_11.pdf Distributed Transforms for Efficient Data Gathering<br />
in Arbitrary Networks]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> E. Martinez-Enriquez, F. Diaz-de-Maria and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/D_11.pdf Video Encoder Based on Lifting Transforms<br />
on Graphs]", <i>ICIP 2011</i>, Brussels, Belgium, Sept. 2011.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MLSP_Sheng_11.pdf Graph Based Partially Supervised Learning of Documents]", <i>in IEEE<br />
Workshop on Machine Learning Signal Processing</i>, Beijing, China, Sept. 2011.<br />
<br />
<li> G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, "[http://sipi.usc.edu/~ortega/papers/MMSP_Cheung_11.pdf Depth Map Coding using Graph<br />
Based Transform and Transform Domain Sparsification]", <i>Proc. of MMSP 2011</i>, Hangzhou, China,<br />
Oct. 2011.<br />
<br />
<li> Z. Fan and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/APSIPA_Fan_11.pdf A Spectral Graph Theory Approach for Data Re-Mapping]", <i>Proc. of<br />
APSIPA ASC 2011</i>, Xi'an, China, Oct. 2011.<br />
<br />
<li> Y. Lin, A. Ortega and A. G. Dimakis, "[http://sipi.usc.edu/~ortega/papers/ASILOMAR_Lin_11.pdf Level estimation for sparse reconstruction in discrete<br />
tomography]", <i>Proc. Asilomar Conference on Signals and Systems</i>, Pacific Grove, CA, USA, Nov.<br />
2011.<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2573Publications2013-01-03T11:00:14Z<p>Akshay: /* 2011 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<li> E. Marti??nez-Enri??quez and A. Ortega, "[Lifting Transforms on Graphs for Video Coding]", <i>Proc. Data Compression Conference (DCC)</i>, 2011, March 2011.<br />
C230 S. K. Narang and A. Ortega, \Downsampling Graphs using Spectral Theory", ICASSP 2011,<br />
Prague, Czech Republic, May 2011.<br />
C231 S. McPherson and A. Ortega, \Detecting Low-Rate Periodic Events in Internet Tra?c using<br />
Renewal Theory", ICASSP 2011, Prague, Czech Republic, May 2011.<br />
C232 P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar,and N. Garc??a, \A Graph-based approach for<br />
latency modeling and optimization in multiview video coding", 3DTV Conference 2011, Antalya,<br />
Turkey, May 2011.<br />
C233 W.-S. Kim, A. Ortega, J. Lee, and H. Wey, \3-D video quality improvement using depth transition<br />
data", In Proc. IEEE Int. Workshop on Hot Topics in 3D, ICME Hot 3D 2011, Barcelona, Spain,<br />
Jul. 2011<br />
C234 X. Xiu, G. Cheung, A. Ortega and J. Liang, \Optimizing Frame Structure for Interactive Multiview<br />
Video Streaming with View Synthesis", ICME Hot 3D Workshop, Barcelona, Spain, July 2011.<br />
C235 L. Amati, G. Valenzise, A. Ortega and S. Tubaro,\Dependent video coding using a tree representation<br />
of pixel dependencies", SPIE Conf., San Diego, CA, Aug. 2011.<br />
C236 J. Tokayer, A. Ortega and D. Huang, \Sparsity-based Retinal Layer Segmentation of Optical<br />
Coherence Tomography Images", ICIP 2011, Brussels, Belgium, Sept. 2011.<br />
C237 G. Cheung, J. Ishida, A. Kubota and A. Ortega, \Sparse Transform Domain Representation of<br />
Depth Maps Using Iterative Quadratic Programs", ICIP 2011, Brussels, Belgium, Sept. 2011.<br />
C238 Z. Fan and A. Ortega, \Mapping Data on a Rotated Grid in High-dimensions for Lossless Compression",<br />
ICIP 2011, Brussels, Belgium, Sept. 2011.<br />
C239 J. P?erez Trufero, S. K. Narang and A. Ortega, \Distributed Transforms for E?cient Data Gathering<br />
in Arbitrary Networks", ICIP 2011, Brussels, Belgium, Sept. 2011.<br />
C240 E. Mart??nez-Enr??quez, F. D??az-de-Mar??a and A. Ortega, \Video Encoder Based on Lifting Transforms<br />
on Graphs", ICIP 2011, Brussels, Belgium, Sept. 2011.<br />
C241 L. Sheng and A. Ortega, \Graph Based Partially Supervised Learning of Documents", in IEEE<br />
Workshop on Machine Learning Signal Processing, Beijing, China, Sept. 2011.<br />
C242 G. Cheung, W.-S. Kim, A. Ortega, J. Ishida and A. Kubota, \Depth Map Coding using Graph<br />
Based Transform and Transform Domain Sparsi?cation", Proc. of MMSP 2011, Hangzhou, China,<br />
Oct. 2011.<br />
C243 Z. Fan and A. Ortega, \A Spectral Graph Theory Approach for Data Re-Mapping", Proc. of<br />
APSIPA ASC 2011, Xi'an, China, Oct. 2011.<br />
C244 Y. Lin, A. Ortega and A. G. Dimakis, \Level estimation for sparse reconstruction in discrete<br />
tomography", Proc. Asilomar Conference on Signals and Systems, Paci?c Grove, CA, USA, Nov.<br />
2011.<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2572Publications2013-01-03T10:43:10Z<p>Akshay: /* 2012 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Narang_12.pdf Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> W.-S. Kim, S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Kim_12.pdf Graph based transforms for depth video coding]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> L. Sheng and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/ICASSP_Sheng_12.pdf Pixel prediction by context based regression]", <i>ICASSP 2012</i>, Kyoto, Japan, March 2012.<br />
<br />
<li> G. Valenzise, G. Cheung, R. Galvao, M. Cagnazzo, B. Pesquet-Popescu and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Valenzise_12.pdf Motion Prediction of Depth Video for Depth-Image-Based Rendering Using Don't Care Regions]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> K. Shinoda, Y. Murakami, M. Yamaguchi and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/PCS_Shinoda_12.pdf An Efficient Compression Method for One-Shot Multispectral Camera]", <i>PCS 2012</i>, Krakow, Poland, May 2012.<br />
<br />
<li> S. K. Narang, Y. H. Chao and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/SSP_Narang_12.pdf Graph-wavelet filterbanks for edge-aware image processing]", <i>IEEE Workshop on Statistical Signal Processing</i>, (SSP'12), Ann Arbor, MI, Aug. 2012.<br />
<br />
<li> J. Ishida, G. Cheung, A. Kubota and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/MMSP_Ishida_12.pdf Quality-optimized Encoding of JPEG Images using Transform Domain Sparsification]", <i>Proceedings of MMSP 2012</i>, Banff, Canada, Sept. 2012.<br />
<br />
<li> A. T. Gjika, M. Levorato, A. Ortega and U. Mitra, "[http://sipi.usc.edu/~ortega/papers/ALLERTON_Gjika_12.pdf Online Learning in Wireless Networks via Directed Graph Lifting Transform]", <i>in Proc. of 50th Annual Allerton Conference on Communication, Control, and Computing</i>, 2012.<br />
<br />
<li> M. Levorato, S. K. Narang, U. Mitra and A. Ortega, "[http://sipi.usc.edu/~ortega/papers/GLOBECOM_Levorato_12.pdf Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis]", <i>GlobeCom 2012</i>, Anaheim, CA, Dec. 2012.<br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2571Publications2013-01-03T09:08:01Z<p>Akshay: /* 1993-94 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshayhttps://biron.usc.edu/wiki/index.php?title=Publications&diff=2570Publications2013-01-03T09:06:17Z<p>Akshay: /* 1995 */</p>
<hr />
<div>''COPYRIGHT NOTICE: All the documents on this server have been<br />
submitted by their authors to scholarly journals or conferences as<br />
indicated, for the purpose of non-commercial dissemination of<br />
scientific work. The manuscripts are put on-line to facilitate this<br />
purpose. These manuscripts are copyrighted by the authors or the<br />
journals in which they were published. You may copy a manuscript for<br />
scholarly, non-commerical purposes, such as research or instruction,<br />
provided that you agree to respect these copyrights.''<br />
<br />
=='''Ph.D. Thesis'''==<br />
<br />
A. Ortega, "Optimization techniques for adaptive quantization of image and video under delay constraints", Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University, Jun. 1994<br />
<br />
<br />
Complete set of PhD theses can be found [http://biron.usc.edu/wiki/index.php/PhD_Alumni here]<br />
<br />
==<P><B>Journal Publications</B></P>==<br />
<br />
<ul><br />
<br />
<LI>K. Ramchandran, A. Ortega, K. M. Uz and M. Vetterli, "Multiresolution Broadcast for Digital HDTV Using Joint Source-Channel Coding", <i> IEEE Journal on Selected Areas in Communications </i>, Vol. 11, No. 1, Jan. 1993.<br />
<br />
<LI> A. Ortega, K. Ramchandran and M. Vetterli, "Optimal Trellis-based Buffered Compression and Fast Approximations", <i> IEEE Transactions on Image Processing</i>, Vol. 3, No. 1, Jan. 1994.<br />
<br />
<LI> K. Ramchandran, A. Ortega and M. Vetterli, "Bit Allocation for Dependent Quantization with Applications to Multiresolution and MPEG Video Coders", <i>IEEE Transactions on Image Processing </i>, Aug. 1994.<br />
<br />
<li> A. Ortega, M. Garrett and M. Vetterli, "Rate constraints for packet video transmission based on joint source/network criteria". <i> Annales des Telecommunications</i>. Vol. 50, No. 7-8, pp. 603--616, Jul.-Aug. 1995.<br />
<br />
<LI> A. Ortega and M. Vetterli, [http://sipi.usc.edu/~ortega/Papers/IP97.pdf Adaptive scalar quantization without side information]'', <i> IEEE Transactions on Image Processing, </i> Vol. 6, No. 5, pp. 665--676, May 1997.<br />
<br />
<li> C.-Y. Hsu, A. Ortega and A. R. Reibman, [http://sipi.usc.edu/~ortega/Papers/jsac97.pdf "Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints]" <br />
<i> IEEE Journal on Sel. Areas in Communications</i>, Special Issue on Real-Time Video Services in Multimedia Networks, Vol. 15, No. 6, pp. 1016-1028, August 1997.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/csvt98.pdf Bit-Rate Control Using Piecewise Approximated Rate-Distortion Characteristic]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 8, No. 4, pp. 446-459 , Aug. 1998.<br />
<br />
<li> T. V. Lakshman, A. Ortega and A. R. Reibman, "[http://sipi.usc.edu/~ortega/Papers/LakshmanOrtRei98.pdf VBR video: Trade-offs and potentials ]", <i> Proceedings of the IEEE, </i> Vol. 86, No. 5, pp. 952--973, May 1998.<br />
<br />
<li> A. Ortega and K. Ramchandran, "Rate-Distortion Techniques in Image and Video Compression," <i> IEEE Signal Processing Magazine </i>, pp. 23-50, Vol. 15, No. 6, Nov. 1998.<br />
<br />
<li> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari,<br />
``[http://sipi.usc.edu/~ortega/Papers/HsuOrtegaKhansari99.pdf Rate Control for Robust Video Transmission over Burst-Error Wireless Channels ]'',<br />
<i> IEEE Journal on Selected Areas in Communications, Special Issue on Multimedia Network Radios,</i> Vol. 17, No. 5, pp. 756-773, May 1999.<br />
<br />
<li>Y. Yoo, A. Ortega and B. Yu, "Image Subband Coding using Progressive Classification and Adaptive Quantization", <i> IEEE Transactions on Image Processing</i>, Vol. 8, No. 12, pp. 1702-1715, Dec. 1999.<br />
<br />
<li> W. Woo and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WooOrtega99.pdf Optimal Blockwise Dependent Quantization for Stereo Image Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology </i>, (Transactions letter), Sep. 1999.<br />
<br />
<li> C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChrysafisOrtega99.pdf Line Based, Reduced Memory, Wavelet Image Compression]<br />
<i> IEEE Transactions on Image Processing </i>,<br />
vol. 9, No. 3, pp. 378--389, March 2000.<br />
<br />
<li> W. Woo and A. Ortega, "Overlapped Block Disparity Compensation<br />
with Adaptive Windows for Stereo Image Coding", <i> IEEE Transactions<br />
on Circuits and Systems for Video Technology </i>, (Transactions<br />
letter), vol. 10, No. 2, pp. 194-200, March 2000.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Probabilistic Partial Distance Fast Matching for Motion Estimation]", <br />
<i> IEEE Transactions on Circuits<br />
and Systems for Video Technology </i>, Vol. 11, No. 2, pp. 139-152,<br />
Feb. 2001.<br />
<br />
<li> W. Jiang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/JiangOrt.pdf Lifting Factorization Based Discrete Wavelet Transform Architecture Design,]" <br />
<i> IEEE Transactions on Circuits and Systems for Video Technology </i>, Vol. 11, No. 5, pp. 651--657, <br />
May 2001. <br />
<br />
<li> J. Cabrera, A. Ortega and J. I. Ronda, "Stochastic rate-control<br />
of video coders for wireless channels", <i> IEEE<br />
Transactions on Circuits and Systems for Video Technology</i>, <br />
Vol. 12, Num. 6, pp. 496--510, June 2002.<br />
<br />
<li> Z. Miao and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/MiaoOrtega02.pdf Scalable Proxy Caching for Streaming Video Services over QOS and Best-effort networks ]"<br />
<i>IEEE J. on Sel. <br />
Areas in Comm., Special issue on Internet Proxy Services</i>,<br />
Accepted for publication, Dec. 2001.<br />
<br />
<li> B. Beferull-Lozano and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/BeferullOrtega03.pdf Efficient Quantization for Overcomplete Expansions in R^N]", <br />
<i>IEEE Transactions<br />
on Information Theory </i>,<br />
Vol. 49, No. <br />
1, pp. 129-150, January, 2003.<br />
<br />
<li> D. Comas, R. Singh, A. Ortega and F. Marques, "[http://sipi.usc.edu/~ortega/Papers/ComasSinOrtMar02.pdf Unbalanced Multipled Description Video Coding Based on a Rate-Distortion Optimization]", <br />
<i> EURASIP Journal on Applied Signal Processing </i>,<br />
Accepted for publication, Nov. 2002. <br />
<br />
<li> R. Singh and A. Ortega, "Erasure Recovery in Predictive Coding Environment using Multiple<br />
Description Coding", <i> Journal of VLSI Signal Processing Systems for Signal, Image and Video<br />
Technology</i>, Vol. 34, Issue 1-2, pp. 9-28, May-Jun 2003.<br />
<br />
<li> K. Demirciler and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/DemircilerOrt02.pdf Vector Quantizer Design by Reduced Complexity Deterministic Annealing ]", EURASIP ASP, 2005.<br />
<br />
<li> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/LengwehasatitOrtega00.pdf Scalable Variable Complexity Approximate Forward DCT]", <i> IEEE Transactions on Circuits and<br />
Systems for Video Technology</i>, Nov. 2004.<br />
<br />
<li><br />
Huisheng Wang, N.-M. Cheung and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/eurasip_jasp_2005-Man.pdf A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques]," <I> EURASIP Journal on Applied Signal Processing</I>, 2005. <br />
<br />
<li><br />
N.-M. Cheung, Caimu Tang, Antonio Ortega and Cauligi S. Raghavendra, "[http://sipi.usc.edu/~ortega/Papers/eurasip2005-Man.pdf Efficient Wavelet-based Predictive Slepian-Wolf Coding for Hyperspectral Imagery]," <I> EURASIP Journal on Signal Processing</I>, 2005. <br />
<br />
<li><br />
N. Srinivasamurthy, A. Ortega and S. Narayanan, "Efficient Scalable Encoding for Distributed<br />
Speech Recognition", <i> Speech Communication</i>, Vol. 48, pp. 888-902, 2006.<br />
<br />
<li> R. Singh and A. Ortega, "Reduced-complexity Delayed-decision Algorithm for Context-based Image<br />
Processing Systems", <i>IEEE Transactions on Image Processing</i>, Vol. 16, No. 8, pp. 1937-1945, Aug.<br />
2007.<br />
<br />
<li> J.H. Kim, P. Lai, J. Lopez, A. Ortega, Y. Su, P. Yin and C. Gomila, "[http://sipi.usc.edu/~ortega/Papers/TMS_CSVT07-Kim.pdf New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video Coding]", <i> IEEE Transactions on Circuits and Systems for Video Technology</i>, Vol. 17, No. 11, Nov. 2007.<br />
<br />
<li><br />
S. Asgharzadeh, R. Pique-Regi, R. Sposto, H. Wang, Y. Yang, H. Shimada, K. Matthay, J. Buckely, A. Ortega and R.C. Seeger, "[http://jnci.oxfordjournals.org/cgi/content/abstract/98/17/1193 Prognostic Significance of Gene Expression Profiles of Metastatic Neuroblastomas Lacking MYCN Gene Amplification]", <I> Journal of the National Cancer Institute</I>, Vol. 98, No. 17, Sep. 2008.<br />
<br />
<li><br />
R. Pique-Regi, J. Monso-Varona, A. Ortega, R.C. Seeger, T.J. Triche and S. Asgharzadeh, "[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/24/3/309 Sparse representation and Bayesian detection of genome copy number alterations from microarray data]", <I> BIOINFORMATICS</I>, Vol. 24, No. 3, pp. 309--318, 2008.<br />
<br />
<li> N.-M. Cheung, H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TransIP08-Cheung.pdf Sampling-based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints]", <br />
<i> IEEE Transactions on Image Processing</i>, Vol. 17, No. 11, Nov. 2008.<br />
<br />
<li> H. Wang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/WangOrtegaTIP09.pdf Rate-Distortion Optimized Scheduling for Redundant Video Representations]", <i> IEEE Transactions on Image Processing</i>, Vol. 18, No. 2, Feb. 2009.<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/BI_PiqueRegi_2009.pdf Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA]", <i>Bioinformatics</i>, Mar. 2009.<br />
<br />
<li> W. Pan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TC_PanOrtega_2009.pdf Adaptive computation control of variable complexity Fano decoders]", <i>IEEE Transactions on Communications</i>, Vol. 57, No. 6, June 2009.<br />
<br />
<li> W.-t. Tan, G. Cheung, A. Ortega and B. Shen, "[http://sipi.usc.edu/~ortega/Papers/TM_TanCheung_2009.pdf System and Optimizations for Community Streaming with Interactive Visual OverlayS]", <i>IEEE Transactions on Multimedia</i>, Vol. 11, No. 5, pp. 986-997, Aug. 2009.<br />
<br />
<li> G. Shen and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_ShenOrtega_2010.pdf Transform-based Distributed Data Gathering]". <i>IEEE Transactions on Signal Processing</i>, July 2010.<br />
[http://arxiv.org/abs/0909.5177v3 <small><b>arXiv:0909.5177v3</b></small>]<br />
<br />
<li> Y.-H.Kim and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/EURASIP_KimOrtega_2010.pdf Distributed Encoding Algorithm for Source Localization in Sensor Networks]",<br />
<i> EURASIP Journal on Advances in Signal Processing</i>, vol. 2010, Article ID 781720, 13 pages, 2010. doi:10.1155/2010/781720.<br />
<br />
<li> G. Cheung, A. Ortega and N.-M. Cheung, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungOrtega_2011.pdf Interactive Streaming of Stored Multiview Video using Redundant Frame Structures]", <i> IEEE Transactions on Image Processing</i>, March 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, A. M. Nejad, and I. Ershaghi "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2011.pdf An Active Method for Characterization of Flow Units Between Injection-Production Wells by Injection Rate Design]", accepted for publication,<br />
<i> SPE Reservoir Evaluation & Engineering</i>, 2011.<br />
<br />
<li> G. Cheung, V. Velisavljevic and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TIP_CheungVelisavljevic_2011.pdf On Dependent Bit Allocation for Multiview Image Coding & View Synthesis]", <i>IEEE Transactions on Image Processing</i>, vol. 20, No. 11, pp. 3179-3194, Nov. 2011.<br />
<br />
<li> Y.-H. Kim and A. Ortega, ,"[http://sipi.usc.edu/~ortega/Papers/TSP_KimOrtega_2011.pdf Quantizer Design and Rate Allocation for Source Localization in Sensor Networks]", <i>IEEE Transactions on Signal Processing</i>, Nov. 2011.<br />
<br />
<li> K.-H. Lee, A. Ortega, N. Jafroodi, I. Ershaghi, "[http://sipi.usc.edu/~ortega/Papers/SPE_LeeOrtega_2010.pdf A Multivariate Autoregressive Model for Characterizing Producer-producer Relationships in Water foods from Injection/Production Rate Fluctuations]", <i>SPE Journal</i>, submitted, 2010.<br />
<br />
<li> M. F. Duarte, G. Shen, A. Ortega and R. G. Baraniuk, "[http://sipi.usc.edu/~ortega/Papers/PTRS_DuarteShen_2012.pdf Signal Compression and Wireless Sensory Networks]", <i>Philosophical Transactions of the Royal Society A</i>, January 13, 2012 370 (1958) 118-135.<br />
<br />
<li> R. Pique-Regi, A. Ortega, A. Tewfik, and S. Asgharzadeh, "[http://sipi.usc.edu/~ortega/Papers/SPM_PiqueRegiOrtega_2012.pdf Detecting Changes in DNA Copy Number: Reviewing signal processing techniques]", <i>IEEE Signal Processing Magazine</i>, vol. 29, no. 1, pp. 98-107, Jan. 2012.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SPM_NarangOrtega_June2012.pdf Perfect Reconstruction Two-ChannelWavelet Filter-Banks For Graph Structured Data]", <i>IEEE Transactions on Signal Processing</i>, Vol. 60, No. 6, pp. 2786-2799, June 2012, also in <i>arXiv:1106.3693v2</i>.<br />
<br />
<li> P. Carballeira, J. Cabrera, A. Ortega, F. Jaureguizar and N. Garcia ,"[http://sipi.usc.edu/~ortega/Papers/JSTSP_Carballeira_2012.pdf A framework for the analysis and optimization of the encoding latency for multiview video]", <i>IEEE Journal on Selected Topics in Signal Processing</i>, Sept 2012.<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai and D. Tian, "[http://sipi.usc.edu/~ortega/Papers/TCSVT_KimOrtega_2012.pdf 3-D Video Coding Using Rendered View Distortion Estimation]", submitted, <i>IEEE Transactions on Circuits and Systems for Video Technology</i>, July 2012.<br />
<br />
<li> D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega and P. Vandergheynst, "[http://sipi.usc.edu/~ortega/Papers/SPM_ShumanNarang_2012.pdf Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains]", <i>IEEE Signal Processing Magazine</i>, Accepted for publication, Nov. 2012, also in <i>arXiv:1211.0053</i>.<br />
<br />
<li> S. K. Narang and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/TSP_NarangOrtega_Nov2012.pdf Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs]", submitted, <i>IEEE Transactions on Signal Processing</i>, Nov. 2012, also in <i>arXiv:1210.8129.</i><br />
<br />
<br />
</ul><br />
<br />
==<P><B>Book Chapters</B></P> <ul><br />
<br />
<LI> A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/iscas95.pdf Video transmission over ATM networks]", in <i> Microsystems Technology for Multimedia Applications</i>, B. Sheu et al. Eds., IEEE Press, May 1995.<br />
<br />
<li> A. Ortega and M. Khansari, "Video Transmission over Wireless Links: State of the Art and Future Challenges", in <br />
<i> Handbook of Communication Technologies: The Next Decade </i>,<br />
R. Osso, Ed., CRC Press, 1999.<br />
<li> A. Ortega, ""[http://sipi.usc.edu/~ortega/Papers/OrtegaVBR-Chapter.pdf Variable Bit-rate Video Coding ]", in <i> Compressed Video over Networks </i>, M.-T. Sun and A.~R. Reibman, Eds, pp. 343-382, Marcel Dekker, <br />
New York, NY, 2000. <br />
<li>A. Ortega and Y. Liu, "Lossy Compression of Haptic Data", in <i><br />
Touch in Virtual Environments</i>, M. McLaughlin, Ed., IMSC Press, <br />
Prentice-Hall, 2001.<br />
<li> A. Ortega and H. Wang, "Bandwidth Adaptation Mechanisms", in <i> <br />
Multimedia networking and communications</i>, P. A. Chou and M. Van der Schaar,<br />
Eds., Elsevier, 2007.<br />
</ul><br />
<br />
==<P><B>Selected Refereed International Conferences</B></P>==<br />
<br />
===<P><B>1993-94</B></P>===<br />
<ul><br />
<LI> A. Ortega, M. W. Garrett and M. Vetterli, "[http://sipi.usc.edu/~ortega/Papers/pvw93.pdf Toward joint optimization of VBR video coding and packet network traffic control]", In Proc. Packet Video Workshop '93, Berlin, Mar. 1993.<br />
<LI>A. Ortega, Z. Zhang and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/infocom94.pdf A Framework for the Optimization of a Multiresolution Remote Image Retrieval System]'', Infocom'94, pp. 672--679, Toronto, Jun. 94.<br />
<LI> A. Ortega and M. Vetterli, ``[http://sipi.usc.edu/~ortega/Papers/pvw94.pdf Multiple leaky buckets for increased statistical multiplexing of ATM video]", Packet Video Workshop '94, Portland, Oregon, Sept. 94.<br />
<LI> A. Ortega and M. Vetterli], ``[http://sipi.usc.edu/~ortega/Papers/icip94.pdf Adaptive quantization without side information]'', Int'l. Conf. on Image Proc. ICIP '94, Austin, Texas, Oct. 1994. </ul><br />
<br />
===<P><B>1995</B></P>===<br />
<ul><br />
<LI>A. Ortega and K. Ramchandran "[http://sipi.usc.edu/~ortega/Papers/spie95.pdf Forward-adaptive quantization with optimal overhead cost for image and video coding with applications to MPEG video coders]'', IS&T/SPIE, Digital Video Compression: Algorithms and Technologies '95, San Jose, Feb. 95.<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo ``[http://sipi.usc.edu/~ortega/Papers/vcip95.pdf Gradient-based buffer control technique for MPEG ]'', In Proc. of Visual Communic. and Image Proc., VCIP '95, Taipei, Taiwan, May 1995<br />
<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo, ``[http://sipi.usc.edu/~ortega/Papers/icip95b.pdf A Gradient-based rate control algorithm with applications to MPEG Video ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Antonio Ortega and Masoud Khansari ``[http://sipi.usc.edu/~ortega/Papers/icip95a.pdf Rate control for video coding over variable bit rate channels with applications to wireless transmission ]'', 2nd. Int'l. Conf. on Image Proc. ICIP '95, Washington, D.C., Oct. 1995.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/mcvc95.pdf Joint Encoder and VBR Channel Optimization with Buffer and Leaky Bucket Constraints ]'', Symposium on Multimedia Communications and Video Coding, Brooklyn, NY, Oct. 1995.<br />
<LI> Youngjun Yoo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/asilomar95.pdf Adaptive Quantization Without Side Information using SVQ and TCQ]'', in Proc. of the 29th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Oct.-Nov. 1995.<br />
<br />
</ul><br />
<br />
===<P><B>1996</B></P> <ul>===<br />
<LI> Youngjun Yoo, Antonio Ortega, and Kannan Ramchandran, ``[http://sipi.usc.edu/~ortega/Papers/icassp96.pdf A Novel Hybrid Technique for Discrete Rate-Distortion Optimization with Applications to Fast Codebook Search for SVQ ]'', in Proc. of ICASSP'96, Atlanta, GA, May 1996.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo,``[http://sipi.usc.edu/~ortega/Papers/spie96.pdf Cubic Spline Approximation of Rate and Distortion Functions for MPEG Video ]'', In Proc. of IS\&T/SPIE, Digital Video Compression: Algorithms and Technologies '96, San Jose, Feb. 96.<br />
<LI> Liang-Jin Lin, Antonio Ortega and C. C. Jay Kuo] ``[http://sipi.usc.edu/~ortega/Papers/vcip96a.pdf Rate Control Using Spline-Interpolated R-D Characteristics ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip96b.pdf Stereo Image Compression with Disparity Compensation Using the MRF Model ]'', In Proc. of Visual Communic. and Image Proc., VCIP '96, Orlando, Fla, March 1996<br />
<li> Y. Chung, C.-Y. Hsu, A. Ortega and J. Kuo, " [http://sipi.usc.edu/~ortega/Papers/pvw96.pdf A histogram based method for video-network interfaces in ATM networks]", <br />
Packet Video Workshop'96, Brisbane, Australia, March 1996.<br />
<li> A. Ortega, <br />
"[http://sipi.usc.edu/~ortega/Papers/dcc96.pdf Optimal rate allocation under multiple rate constraints]", Data Compression Conference'96, Snowbird, UT, Mar. 1996.<br />
<li>Y. Yoo, A. Ortega and B. Yu, "[http://sipi.usc.edu/~ortega/Papers/icip96.pdf Adaptive Quantization of Image Subbands with Efficient Overhead Rate Selection]". ICIP'96, Lausanne, Switzerland.<br />
<li>C. Chrysafis and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar96.pdf Context-based Adaptive Image Coding]". Proc. of the 30th Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1996.<br />
</ul><br />
=== <P><B>1997</B></P> ===<br />
<ul><br />
<LI> Chi-Yuan Hsu, Antonio Ortega and Masoud Khansari, ``[http://sipi.usc.edu/~ortega/Papers/vcip97a.pdf Rate control for robust video transmission over wireless channels ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Woontack Woo and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97b.pdf Stereo Image Compression based on Disparity Field Segmentation ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip97c.pdf DCT Computation with Minimal Average Number of Operations ]'', In Proc. of Visual Communic. and Image Proc., VCIP '97, San Jose CA, Feb 1997<br />
<br />
<li>C. Chrysafis and A. Ortega, [http://sipi.usc.edu/~ortega/Papers/dcc97.pdf "Efficient Context-based Lossy Wavelet Image Coding"</a>. Proc. of Data Compression Conference, Snowbird, UT, Mar. 1997.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icassp97.pdf Distortion/Decoding Time Tradeoffs in Software DCT-based Image Coding ]'', In Proc. of ICASSP'97, Munich, Germany, April 1997<br />
<li> Y. Chung, A. Ortega and J. Kuo, [http://sipi.usc.edu/~ortega/Papers/iscas97.pdf ``Call Admission: Dimensioning a Single VBR Video Source Using Transition Probability Matrix'' </a>, IEEE International Symposium on Circuits and Systems, Hong Kong, June 1997.<br />
<li> Antonio Ortega, Fabio Carignano, Serge Ayer and Martin Vetterli, ``[./SoftCaching/mmsp97.html Soft Caching: Web Cache Management for Images ]'', In IEEE Signal Processing Society Workshop on Multimedia, Princeton, NJ, June 1997<br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/icip97a.pdf Forward/Backward Adaptive Context Selection with Applications to Motion Vector Field Encoding ]'', 4th. Int'l. Conf. on Image Proc. ICIP '97, Santa Barbara, CA, Oct. 1997. </ul><br />
<br />
=== <P><B>1998</B></P> ===<br />
<ul><br />
<LI> Wenqing Jiang and Antonio Ortega, ``[http://sipi.usc.edu/~ortega/Papers/vcip982.pdf Backward Context Adaptive Interframe Coding ]'', Visual Communications and Image Processing'98, San Jose, CA, Jan. 1998.<br />
<br />
<LI> Woontack Woo and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/VCIP98_stereo.pdf Dependent Quantization for Stereo Image Coding]'', <i>Visual Communications and Image Processing'98, VCIP98</i>, San Jose, Jan. 1998.<br />
<LI> Chi-Yuan Hsu and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/icassp98.pdf A Lagrangian optimization approach to rate control for delay-constrained video transmission over burst-error channels]'', In Proc. of ICASSP'98, Seattle, Washington, May 1998.<br />
<LI> Krisda Lengwehasatit and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/icip98.pdf DCT Computation Based on Variable Complexity Fast Approximation]", In Proc. of Intl' Conf. of Image Proc., ICIP'98, Chicago, IL, October 1998<br />
<br />
<LI> Paul Fernandez and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/asilomar98_paul.pdf " An Input Dependent Algorithm for the Inverse Discrete Wavelet Transform]", In Proceedings of the Thirty Sixth Asilomar Conference on Signals, Systems and Computers, Asilomar '98, November 1-4, 1998.<br />
<br />
<LI> Youngjun Yoo, Younggap Kwon, and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_kwon.pdf Embedded Image-Domain Adaptive Compression for Simple Images]'', Proc. of the 32nd Asilomar Conf. on Signals, Sys. and Computers, Pacific Grove, CA, Nov. 1998.<br />
<br />
<LI> Zhourong Miao and Antonio Ortega ``[http://sipi.usc.edu/~ortega/Papers/asilomar98_miao.pdf Rate control algorithms for video storage on disk based video servers]'', In 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 1998. </ul><br />
<br />
=== <P><B>1999</B></P> ===<br />
<ul><br />
<LI> Woontack Woo, and Antonio Ortega, "[http://sipi.usc.edu/~ortega/Papers/vcip99_stereo.pdf Modified Overlapped Block Disparity Compensation for Stereo Image Coding]", In Proc. of Visual Communic. and Image Proc., VCIP '99, San Jose, CA, Jan 1999<br />
<br />
<LI> Wenqing Jiang and Antonio Ortega "[http://sipi.usc.edu/~ortega/Papers/vcip99_mdc.pdf Multiple Description Coding via Polyphase Transform and Selective Quantization]'', In Proc. of Visual<br />
Communic. and Image Proc., VCIP '99, San Jose, USA, Jan 1999<br />
<br />
<LI> W. Jiang , A. Ortega , "[http://sipi.usc.edu/~ortega/Papers/icassp99.pdf Multiple Description Coding via Scaling-Rotation Transform, ]" <i>Proc. of ICASSP 1999 </i>, Phoenix, AZ, Mar. 1999. <br />
<br />
<LI> K. Lengwehasatit and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/dcc99.pdf Complexity-distortion Tradeoffs in Vector Matching basd on Probabilistic Partial Distance Techniques ]",<br />
Proc of DCC'99, Snowbird, UT, Mar. 1999. <br />
<br />
<LI> Z.Miao and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/pvw99-miao.pdf Proxy Caching for effficient video services over the Internet ]", Packet<br />
Video Workshop '99, New York,NY,Apr. 1999.<br />
<br />
<LI>W.Jiang, and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/spie-99-jiang.pdf Parallel architecture for the discrete wavelet transform based on the lifting factorization, ]"SPIE, Parallel and Distributed Methods for Image Processing III, Denver, CO, Jul 1999.<br />
<br />
<LI>A.Ortega, W. Jiang, P. Fernandez and C. Chrysafis,"Implementations<br />
of discrete wavelets transform:Complexity, Memory and Parallelization<br />
issues",(Invited Paper),SPIE, Wavelet Applications in Signal and Image<br />
Processing VII, Denver, CO, Jul 1999.<br />
<br />
<LI> R. Singh and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/mmsp99-singh.pdf Erasure recovery in predictive coding environments using Multiple Description Coding]", Workshop on<br />
Multimedia Signal Processing, Denmark, Sept. 1999.<br />
<br />
<LI> C.Chrysafis and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_icip99.pdf An Algorithm for Low Memory Wavelet Image Compression ]",<br />
ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> Y.Yoo, Y.Kwon and A.Ortega,"Embedded Image-Domain Compression sing Context Models", ICIP '99,Kobe, Japan, Oct. 1999.<br />
<br />
<LI> W.Jiang and A.Ortega,"Efficient Discrete Wavelet Transform Architectures Based on Filterbank Factorizations",ICIP'99, Kobe, Japan, Oct. 1999.<br />
<br />
<LI> K.M.Chugg, K.Demirciler and A.Ortega,"Soft Information for Source Channel Coding and Decoding", in 33rd Asilomar Conf. on Signal, System and Computers, Pacific Grove,CA , Oct. 24-27,1999, pp. 326-331.<br />
<br />
<LI>B.Beferull-Lozano and A.Ortega,"[http://sipi.usc.edu/~ortega/Papers/asilomar99-beferull.pdf Coding Techniques for Steerable Transforms ]",in Proc. of Asilomar'99,Pacific Grove, CA Oct. 1999.<br />
</ul> <br />
<br />
===<p><b>2000</b></p>===<br />
<ul><br />
<br />
<li> P.Sagetong and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ei2000-sagetong.pdf Optimal Bit Allocation for channel-adaptive Multiple Description Coding]", Image and Video Communication and Processing 2000,pp 53-63, SanJose,CA, Jan 2000.<br />
<br />
<li>S.Lee and A.Ortega,"Online rate control for Digital cameras for near constant distrotion based on mimimum/maximum criterion", Image and Video Communication and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> R. Singh, A. Ortega, L. Perret and W. Jiang,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip00-singh.pdf Comparison of Multiple Description Coding and Layered Coding based on the Network Simulations]", Image and<br />
Video Communications and Processing 2000, San Jose, CA, Jan 2000.<br />
<br />
<LI> W.Pan and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc00.pdf Complexity-Scalable Transform Coding using Variable Complexity Algorithm ]",<br />
Data Compression Conference, DCC 2000, Snowbird, UT, Mar. 2000.<br />
<br />
<LI> W.Jiang and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/icme00.pdf Multiple Description Speech Coding for Robust Communication over lossy packet networks]", IEEE Intl. Conf. on Multimedia and Expo, ICME 2000, New York, NY, Jul-Aug. 2000.<br />
<br />
<LI> N.Srinivasmurthy, Q.Zhu, A.Ortega and A.Alwan,"Toward Efficient and Scalable Sppech Compression Schemes for Robust Speech Recognition Applications", IEEE Intl. Conf. on Multimedia and Expo. ICME 2000, NewYork, NY, Jul-Aug 2000.<br />
<br />
<LI> C.Chrysafis and A.Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/ChristosChrysafis_spie2000.pdf Minimum memory implementations of the lifting scheme ]",<br />
SPIE Conf. SanDiego, CA, Aug.2000. <br />
<br />
<LI> N. Aranki, W. Jiang and A. Ortega,"FPGA-Based Parallel Implementation for the lifting Discrete Wavelet Transform",Parallel and Distributed Methods for Image Processing IV,SPIE's 45th Annual Meeting, San Diego, CA, Aug. 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/icip00_QTDCT.pdf Rate Complexity Distortion Optimization for Quadtree-Based DCT Coding ]",ICIP 2000, Vancouver,BC,<br />
Canada, September 2000.<br />
<br />
<LI> K. Lengwehasatit and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/icip00_ME.pdf Computationally Scalable Distance Based Fast Search Motion Estimation ]",<br />
ICIP 2000, Vancouver, BC, CanadaSeptember 2000.<br />
<br />
<LI> A. Ortega, B. Beferull-Lozano, N. Srinivasamurthy, and H. Xie,"Compression for Recognition and Content based Retrieval", <i>In Proc. of the Eurppean Signal Processing Conference, EUSIPCO'00 </i>, Tampere, Finland, September 2000(Invited Paper).<br />
<br />
<LI>R.Singh and A.Ortega,"Adaptive Lookahead based Lossy Context Coding",ICIp 2000, Vancouver, BC, Canada, September 2000.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar00-Miao.pdf Optimal Scheduling for the Streaming of Scalable Media ]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Oct-Nov. 2000.<br />
<br />
<br />
</ul><br />
<br />
===<b>2001</b>===<br />
<br />
<ul><br />
<br />
<LI>W. Pan, A. Ortega, I. Hajj-Ahmad and R.Sannino,<br />
"[http://sipi.usc.edu/~ortega/Papers/vcip-Pan-01.pdf Proxy-Based Aopproaches for IDCT Accleration]",<br />
VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> H.Xie and A.Ortega,"Feature representation and Compresion for content based retrieval", VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> N.Srinivasmurthy and A.Ortega,"Joint Compression-Classification with Quantizer/Classifier Dimension Mismatch",VCIP 2001, San Jose, CA, Jan 2001.<br />
<br />
<LI> B. Beferull-Lozano and A.Ortega, "[http://sipi.usc.edu/~ortega/Papers/dcc01-beferull.pdf Construction of Low Complexity Regular Quantizers for Over-Complete Expansions in R^n ]", In Proc. of DDC 2001, Snowbird, UT, Mar. 2001.<br />
<br />
<LI>B. Beferull-Lozano and A.Ortega,"Efficient Quantizers for Over Complete Expansion in Rexp(N), in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>J.Chou, K. Ramachandran and A. Ortega,"High Capacity Audio Data Hiding for Nosiy Channel", in Proc. of ICASSP 2001, Salt Lake City, UT, May 2001.<br />
<br />
<LI>H. Komi and A. Ortega," Analysis of Cache Efficiency in 2D Wavelet Transform", in Proc. IEEE Intl. Conference on Multimedia and Expo, ICME 2001, Tokoyo, Japan, Aug 2001.<br />
<br />
<LI> P. Sagetong and A. Ortega,"<br />
[http://sipi.usc.edu/~ortega/Papers/icme2001-sagetong.pdf Analytical Model-Based Bit Allocation for Wavelet Coding with Application to Multiple Description Coding and Region of Interest Coding ]", in Proc. IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokoyo, Japan, Aug. 2001.<br />
<br />
<LI> W. Jiang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/icme2001-jiang.pdf A novel packet loss recovery technique for multimedia communication ]", in Proc. of IEEE Intl. Conf. on Multimedia and Expo., ICME 2001, Tokyo, Japan Aug. 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan," Use of model transformation for distributed speech recognition",ISCA Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France, August 29-30, 2001.<br />
<br />
<LI> N.Srinivasmurthy, A. Ortega and S. Narayanan,"Efficient Scalable Speech Compression for Scalable Speech Recognition ", In Proc. of Eurospeech 2001, Aarborg, Denmark, Sept. 2001.<br />
<br />
<LI> D. Comas, R. Singh and A.Ortega," Rate-Distortion Optimization in a Robust Video Transmission Based on Unbalanced Multiple Description Coding", IEEE Worksop on Multimedia Signal Processing, MMSP01, Cannes, France, Oct. 2001.<br />
<br />
<LI> S. Lee and A. Ortega," A Novel Approach for Image Compression in Digital Cameras with Bayer Color Filter Array", in Proc. of IEEE Intl. Conference on Image Processing,ICIUP '01, Thessaloniki,Greece, Oct. 2001.<br />
<br />
<LI>J. Cabrera, A. Ortega and J.I.Ronda,"Stochastic Rate-Control of Video Coders for Wireless Channels", in Proc. of IEEE Intl. Conference on Image Processing, ICIP' 01, Thessaloniki, Greece, Oct. 2001. <br />
<br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/icip2001/ Simplified Grid Passing Algorithm with Application to Digital Image Halftoning ]", in Proc. of IEEE Intl. Conference on Image Processing, ICIUP'01, Thessaloniki, Greece, Oct. 2001.<br />
<br />
<LI> W. Pan and A. Ortega,<br />
"[http://sipi.usc.edu/~ortega/Papers/Globecom01.pdf Buffer Control for Variable Complexity Fano Decoders ]", Globecom 2001, San Antonio, TX, Nov. 2001.<br />
</ul><br />
<br />
===<B>2002</B>===<br />
<ul><br />
<br />
<LI> H. Chung, A. Ortega, A. A. Sawchuck, " Low Complexity Motion Estimation for Long Term Memory Motion Compensation", VCIP 2002, San Jose, CA, Jan 2002.<br />
<br />
<LI> Z. Miao and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/pvw02-miao.pdf Expected Run-Time Distortion Based Scheduling for Delivery of Scalable Media ]", Packet Video Workshop 2002, Pittsburgh, PA, Jan. 2002.<br />
<br />
<LI>R. Singh and A. Ortega,"Modeling Temporal Dependence in packet loss using universal modeling concepts", Packet Video Workshop 2002, Pittsburgh, PA.<br />
<br />
<li> L. Vasudevan and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/SAM-02.pdf Processing-Aware Compression for Sensor Networks,]"<br />
2nd IEEE Sensor Array and Multichannel <br />
Signal Processing Workshop, Aug. 2002.<br />
<br />
<li><br />
J. Hespanha, A. Ortega and L. Vasudevan,<br />
"[http://sipi.usc.edu/~ortega/Papers/HespanhaOrtVas02.pdf Towards the Control of Linear Systems with Minimum Bit-Rate ]",<br />
15th Intl. Symp. on Mathematical <br />
Theory of Networks and Systems, MTNS 2002, Notre Dame, IN, Aug. 2002. <br />
<br />
<LI> P.Sagetong and A. Ortega," Rate Distortion Model and Analytical Bit Allocation for Wavelet based Region of Interest Coding", ICIP 2002, Oct. 2002.<br />
<br />
<LI>H. Chung and A. Ortega," Low Compexity Motion Estimation Algorithm by Multiresolution Search for Long-Term Memory Motion Compensation", Submitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI>S. Y. Lee and A. Ortega," Optimal rate control for video coding based on a hybrid MMAX/MMSE criterion", ubmitted, ICIP 2002, Oct. 2002.<br />
<br />
<LI> Z. Miao and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/Asilomar02-Miao.pdf Fast Adaptive Media Scheduling Based on Expected Run-Time Distortion]", Proc. of<br />
Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA,<br />
Nov. 2002.<br />
<br />
</ul><br />
<br />
===<b>2003</b>===<br />
<br />
<ul><br />
<LI> P. Thiennviboon, A. Ortega and K. M.Chugg,"[http://sipi.usc.edu/~ortega/Papers/ThiennviOrtChu03.pdf Model Based Digital Image Halftoning using Iterative Reduced-Complexity Grid Message-passing Algorithm]", in Proc. of SPIE Color Imaging: Processing, Harcopy and Applications. San Jose, CA, Jan. 2003.<br />
<br />
<LI> H. Wang and A. Ortega,"[http://sipi.usc.edu/~ortega/Papers/WangOrtegaEI03.pdf Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques.]", in Proc. of SPIE, San Jose, CA, Jan. 2003.<br />
<br />
<li> R. Rejaie and A. Ortega, "[http://sipi.usc.edu/~ortega/Papers/RejaieOrt03.pdf PALS: Peer to Peer Adaptive Layered Streaming ],<br />
in Proc. of NOSSDAV'03<br />
Monterey, CA, June 2003. <br />
<br />
<li> N. Srinivasamurthy, A. Ortega, and S. Narayanan"<br />
[http://sipi.usc.edu/~ortega/Papers/NaveenEuro03.pdf Towards Optimal Encoding for Classification with Applications to Distributed Speech Recognition],<br />
in Proc. of Eurospeech 2003<br />
Geneva, Sept. 2003. <br />
<br />
<br />
<li> J. Cabrera, J. I. Ronda, A. Ortega and N. Garcia, "<br />
[http://sipi.usc.edu/~ortega/Papers/CabreraRonOrtGar03.pdf Stochastic rate-control of interframe video coders for VBR channels"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li> B. Beferull-Lozano, H. Xie, and A. Ortega, "<br />
[http://sipi.usc.edu/~ortega/Papers/BeferullXieOrt03.pdf Rotation-Invariant Features Based on Steerable Transforms with an Application to Distributed Image Classification"],<br />
<I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003. <br />
<br />
<li><br />
H. Chung, D. Romacho and A. Ortega, "Fast Long-term Motion Estimation for H.264 Using Multiresolution Search", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
K. Demirciler and A. Ortega, "Image Coding Based on Multiple Projections and Multi-stage Vector Quantization", <I> IEEE International Conference on Image Processing (ICIP) </I>, Barcelona, Sep. 2003.<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Robust Video Communication by Combining Scalability and Multiple Description Coding Techniques", <I>Image and Video Communications and Processing 2003 Conf., EI'2003 </I>, Jan. 2003.<br />
[http://sipi.usc.edu/~ortega/Papers/EI03_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> M. Fumagalli, P. Sagetong and A. Ortega, "Estimation of Erased Data in a H.263 Coded Stream by Using Unbalanced Multiple Description Coding", IEEE Intl. Conf. on Multimedia and Expo, ICME 2003, Baltimore, Jul. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-specific Compression for Time-Delay Estimation in Sensor Networks", <I> ACM SenSys </I>, Los Angeles, Nov. 2003.<br />
<br />
<li><br />
L. Vasudevan, A. Ortega and U. Mitra, "Application-optimized Quantizers for Time-delay Estimation in Sensor Networks", <I> Workshop on Statistical Signal Processing </I>, St. Louis, MO, Sep.-Oct. 2003.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "Exploration Linear Discriminant Analysis for Transform Coding in Distributed<br />
Image Classi�cation", <I>Proc. Asilomar Conference on Signals and Systems</I>, Nov. 2003. <br />
<br />
</ul><br />
<br />
===<b>2004</b>===<br />
<br />
<ul><br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP04.pdf Distributed Wavelet Compression Algorithm for Wireless Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech<br />
and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<LI> N. Srinivasamurthy, A. Ortega and S. Narayanan,,"Enhanced Standard Compliant Distributed Speech Recognition (Aurora Encoder) using Rate Allocation", International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), Montreal, May 2004.<br />
<br />
<li>Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," <I>Picture Coding Symposium,</I> San Francisco, CA, Dec. 2004.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimPCS04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang, Ngai-Man Cheung and Antonio Ortega, "WZS: Wyner-Ziv Scalable Predictive Video Coding", <I> Picture Coding Symposium (PCS) 2004 </I>, Dec. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/pcs04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Huisheng Wang and Antonio Ortega, "Scalable Predictive Coding by Nested Quantization with Layered Side Information", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP04_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Vasudevan, A. Ortega and U. Mitra, "Jointly Optimized<br />
Quantization and Time Delay Estimation for Sensor Networks", <i> First<br />
Intl. Symposium on Control, Communications, and Signal Processing, </i><br />
Tunisia, March, 2004.<br />
[http://sipi.usc.edu/~ortega/Papers/Vasudevan04.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Chung and A. Ortega, "Efficient Memory Management Control for H.264", <I> IEEE International Conference on Image Processing (ICIP) </I>, Singapore, Oct. 2004.<br />
<br />
<li><br />
H. Xie and Antonio Ortega, "A User Preference Information Based Kernel for SVM Active Learning in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Oct. 2004.<br />
<br />
</ul><br />
<br />
===<b>2005</b>===<br />
<br />
<ul><br />
<li><br />
Huisheng Wang and Antonio Ortega, "Rate-Distortion Based Scheduling of Video with Multiple Decoding Paths", <I>Image and Video Communications and Processing 2005 Conf., EI'2005 </I>, Jan. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/EI05_huishenw.pdf <small><b>PDF format</b></small>]<br />
<br />
<LI> Alexandre Ciancio and Antonio Ortega,"[http://sipi.usc.edu/~ortega/Papers/CiancioICASSP05.pdf Distributed Wavelet Compression Algorithm for Wireless Multihop Sensor Networks Based on Lifting]", International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, Mar 2005.<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design for Source localization in Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), </i>Philadelphia, March 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Quantizer Design and Distributed Encoding Algorithm for Source Localization in Sensor Networks". <i>International Conference on Information Processing in Sensor Networks (IPSN), </i> Los Angeles, April 2005.[http://sipi.usc.edu/~ortega/Papers/IPSN05_yoon.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, A. Ortega and S. Asgharzadeh, "Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microaray Classification and Gene Identification". <i> IEEE Computational Systems Bioinformatics Conference (CSB '05), </i> Aug. 2005. [http://sipi.usc.edu/~ortega/Papers/CSB05-Pique-Regi.pdf <small><b>PDF format</b></small>] <br />
<br />
<li>Jae Hoon Kim, Jonathan Garcia, and Antonio Ortega, "Dependent Bit Allocation in Multiview Video Coding," in <I>Proc. of IEEE International Conference on Image Processing (ICIP),</I> Genoa, Italy, Sep. 2005.<br><br />
[http://sipi.usc.edu/~ortega/Papers/KimICIP05.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Hardware Testing For Error Tolerant Multimedia Compression based on Linear Transforms". <i>In Proc. of IEEE International<br />
Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_insuk.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Chung and A. Ortega, "Analysis and testing for error tolerant motion estimation". <i>In Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFT),</i> Monterey, October 2005.[http://sipi.usc.edu/~ortega/Papers/DFT05_hyukjune.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ngai-Man Cheung, Huisheng Wang and Antonio Ortega, "Correlation Estimation for Distributed Source Coding under Information Exchange Constraints," <I>IEEE International Conference on Image Processing (ICIP) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/icip05_ncheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Caimu Tang, Ngai-Man Cheung, Antonio Ortega and Cauligi S. Raghavendra, "Efficient Inter-band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach," <I> IEEE Data Compression Conference (DCC) </I>, 2005.<br />
[http://sipi.usc.edu/~ortega/Papers/dcc05_caimut.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
Ivy H. Tseng and Antonio Ortega, "Motion Estimation at the Decoder Using Maximum Likelihood Techniques for Distributed Video Coding", <I>Proc. Asilomar Conference on Signals and Systems, Pacific Grove, CA</I>, Nov. 2005. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2005-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2006</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong, H. Y. Cheong, and A. Ortega, "New Quality Metric for Multimedia Compression Using Faulty Hardware". <i>In Proc. of International Workshop on Video Processing and Quality Metrics for Consumer Electronics,</i> Arizona, January 2006.[http://sipi.usc.edu/~ortega/Papers/VPQM06-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>P. Lai and A. Ortega, "Predictive Fast Motion/Disparity Search for Multiview Video Coding," in <I>Proc. of Visual Communications and Image Processing (VCIP) 2006,</I> San Jose, CA, Jan. 2006.<br><br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio, S. Pattem, A. Ortega and B. Krishnamachari, "Energy-efficient Data Representation and Routing for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm". <i>International Conference on Information Processing in Sensor Networks (IPSN'06), </i> Nashville, TN, April 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ciancio and A. Ortega, "A Dynamic Programming Approach to Distortion-energy Optimization for Distributed Wavelet Compression with Applications to Data Gathering in Wireless Sensor Networks". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Ciancio.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. H. Kim and A. Ortega, "Maximum A Posteriori (MAP)-Based Algorithm for Distributed Source Localization using Quantized Acoustic Sensor Readings". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-YHKim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi and A. Ortega, "Block Diagonal Linear Discriminant Analysis with Sequential Embedded Feature Selection". <i> IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)</i>, Toulouse, France, May 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP06-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong, I. Chong and A. Ortega, "Computation Error Tolerance in Motion Estimation algorithms". <i>In Proc. of International Conference on Image Processing (ICIP06),</i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP06-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "A model-based approach to correlation estimation in wavelet-based distributed source coding with application to hyperspectral imagery," in <i> Proc. IEEE Int. Conf. Image Processing (ICIP) </i> Atlanta, October 2006.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2006-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung, Huisheng Wang, Antonio Ortega, "Video compression with flexible playback order based on distributed source coding," in <i> Proc. Visual Communications and Image Processing (VCIP) </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/VCIP06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and Antonio Ortega, "An efficient and highly parallel hyperspectral imagery compression scheme based on distributed source coding," in <i> Proc. Asilomar Conf. on Signals, Systems, and Computers </i> 2006. <br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar06-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li><br />
H. Xie, V. Andreu and Antonio Ortega, "Quantization-based Probabilistic Feature Modeling for Kernel<br />
Design in Content-based Image Retrieval", <I>ACM SIGMM MIR</I>, Santa Barbara, Oct. 2006.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2007</b>===<br />
<br />
<ul><br />
<br />
<li> I. Chong and A. Ortega, "Dynamic Voltage Scaling Algorithm For Power Constrained Motion Estimation". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, U. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Video Coding with Focus Change". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, E.S. Tsau, A. Ortega, R. Seeger and S. Asgharzadeh, "Wavelet Footprints and Sparse Bayesian Learning for DNA Copy Number Change Analysis". <i>In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP07),</i> Hawaii, April 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP07-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. Chong and A. Ortega, "Power Efficient Motion Estimation Using Multiple Imprecise Metric<br />
Computation". <i>In International Conference on Multimedia & EXPO (ICME07),</i> Beijing, July 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICME07-Chong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> I. H. Tseng and A. Ortega, "Rate-distortion Analysis and Bit Allocation Strategy for Motion Estimation at the Decoder Using Maximum Likelihood Technique in Distributed Video Coding". <i>In Proc. of IEEE International Conference on Image Processing (ICIP07),</i> San Antonio, TX, Sep., 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/ICIP2007-Tseng.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Flexible video decoding: A distributed source coding approach," in <i> Proc. International Workshop on Multimedia Signal Processing (MMSP07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/MMSP07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Distributed Source Coding Application to Low-delay Free Viewpoint Switching in Multiview Video Compression," in <i> Picture Coding Symposium (PCS07)</i> 2007. <br />
[http://sipi.usc.edu/~ortega/Papers/PCS07-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Ortega, "Video Coding: Predictions are Hard to Make,<br />
Especially About the Future", (invited paper) in <i> Proceedings of<br />
12th Image Media Processing Symposium </i>, Shuzenji, Japan, Nov.~2007.<br />
[http://sipi.usc.edu/~ortega/Papers/IMPS07.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> H. Y. Cheong and A. Ortega, "Distance Quantization Method for Fast Nearest Neighbor Search Computations with Applications to Motion Estimation", <i>Asilomar Conference on Signals, Systems and Computers,</i> Pacific Grove, CA, November, 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/Asilomar2007-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, Y. Su, P. Yin, C. Gomila and A. Ortega, "Adaptive Filtering for Cross-view Prediction in Multi-view Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li>H. Y. Cheong and A. Ortega, "Motion Estimation Performance Models with application to Hardware Error Tolerance", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2007.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP07-Cheong.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2008</b>===<br />
<br />
<ul><br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad and I. Ershaghi, "A Method for Characterization of Flow Units between Injection-Production Wells Using Performance Data". <i>SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE08-Lee.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Optimized Distributed 2D Transforms for Irregularly Sampled Sensor Network Grids Using Wavelet Lifting". <i>IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'08),</i> Las Vegas, NV, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting". <i>International Conference on Information Processing in Sensor Networks (IPSN'08), </i> St. Louis, MO, April 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/IPSN08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> R. Pique-Regi, J. Monso-Varona, A. Ortega and S. Asgharzadeh, "Bayesian Detection of Recurrent Copy Number Alterations Across Multiple Array Samples". <i>IEEE International Conference on Genomic Signal Processing and Statistics (GENSiPs'08), </i> June 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/Gensips2008-Pique-Regi.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen and A. Ortega, "Compact Image Representation Using Wavelet Lifting Along Arbitrary Trees". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Shen.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> J.H. Kim, A. Ortega, P. Yin, P. Pandit and C. Gomila, "Motion Compensation Based on Implicit Block Segmentation". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Kim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Adaptive Reference Filtering for Bidirectional Disparity Compensation with Focus Mismatches". <i>IEEE International Conference on Image Processing (ICIP'08),</i> San Diego, CA, Oct., 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP08-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> N.-M. Cheung and A. Ortega, "Compression Algorithms for Flexible Video Decoding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, P. Pandit, P. Yin and C. Gomila, "Focus Mismatches in Multiview Systems and Efficient Adaptive Reference Filtering for Multiview Video Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/CheungOrtegaVCIP08.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Cheung and A. Ortega, "Fast H.264 Mode Selection Using Depth Information for Distributed<br />
Game Viewing", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP08-Cheung.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> M. Breuer, K.M. Chugg, S. Gupta and A. Ortega, "Error tolerance: Why and How to use Slightly<br />
Defective Digital Systems", <i>2008 IEEE Workshop on Silicon Errors in Logic - System Effects,</i> Austin, TX, March 2008.<br />
[http://sipi.usc.edu/~ortega/Papers/BreuerChuggGuptaOrtega.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Tanji, K. Shinoda, S. Furui and A. Ortega, "Improvement of Eigenvoice-based Speaker Adaptation<br />
by Parameter Space Clustering", <i>Interspeech 2008</i>, Brisbane, Australia, Sep. 2008.<br />
<br />
<li> G. Cheung, W.-t. Tan, B. Shen and A. Ortega, "ECHO: A Community Video Streaming System<br />
with Interactive Visual Overlays", <i>Multimedia Computing and Networking (MMCN'08)</i>, San Jose,<br />
CA, Jan. 2008.<br />
<br />
<li> G. Cheung, A. Ortega and T. Sakamoto, "Coding Structure Optimization for Interactive Multiview<br />
Streaming in Virtual World Observation", <i>MMSP 2008</i>, Cairns, Australia, 2008.<br />
<br />
<br />
<br />
<br />
</ul><br />
<br />
===<b>2009</b>===<br />
<br />
<ul><br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped Tiling for Fast Random Access of Low Dimensional Data from High Dimensional Datasets", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Fan.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Lai, A. Ortega, C.C. Dorea, P. Yin and C. Gomila, "Improving View Rendering Quality and Coding Efficiency by Suppressing Compression Artifacts in Depth-image Coding", <i>In Proceedings of Visual Communications and Image Processing (VCIP),</i> 2009.<br />
[http://sipi.usc.edu/~ortega/Papers/VCIP09-Lai.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> K.H. Lee, A. Ortega, A. Mohammad Nejad, N. Jafroodi and I. Ershaghi, "A Novel Method for Mapping Fractures and High Permeability Channels in Waterfloods Using Injection and Production Rates". <i>In Proceedings of SPE Western Regional and Pacific Section AAPG Joint Meeting,</i> March 2009.<br />
[http://biron.usc.edu/~kunhanle/Publication/SPE121353.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Z. Fan and A. Ortega, "Overlapped tiling for fast random access of 3-D datasets". <i>In Proceedings of Data Compression Conference (DCC),</i> March 2009.<br />
<br />
<li> S. Pattem, G. Shen, Y. Chen, B. Krishnamachari and A. Ortega, "SenZip: An Architecture for Distributed En-route Compression in Wireless Sensor Networks". <i>In Workshop on Sensor Networks for Earth and Space Science Applications (ESSA'09),</i> San Francisco, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ESSA09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S.K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Filter_Opt.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, S. Pattem and A. Ortega, "Energy-efficient Graph-based Wavelets for Distributed Coding in Wireless Sensor Networks". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/ICASSP09_Broadcast.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> L. Sheng, R. Pique-Regi, S. Asgharzadeh and A. Ortega, "Microarray Classification Using Block Diagonal Linear Discriminant Analysis with Embedded Feature Selection". <i>In Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP'09),</i> Taipei, April 2009.<br />
<br />
<li> G. Shen and A. Ortega, "Tree-Based Wavelets for Image Coding: Orthogonalization and Tree Selection". <i>In Proceedings of 2009 Picture Coding Symposium (PCS'09),</i> Chicago, May 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/PCS09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> P. Tarrio, G. Valenzise, G. Shen and A. Ortega, "Distributed Network Configuration for Wavelet-based Compression in Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/GSN09.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> S. Lee, S. Pattem, M. Sathiamoorthy,B. Krishnamachari, and A. Ortega "Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks". <i>In Proceedings of Third International Conference on Geosensor Networks (GSN'09),</i> Oxford, July 2009.<br />
[http://biron.usc.edu/~sungwonl/Papers/GSN09_CS.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> A. Sanchez, G. Shen and A. Ortega, "Edge-preserving Depth-map Coding Using Graph-based Wavelets". <i>In Proceedings of Asilomar 2009,</i> Pacific Grove, October 2009.<br />
[http://biron.usc.edu/~godwinsh/Papers/Asilomar.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map distortion analysis for view rendering and depth coding,” <i>in Proc. of IEEE Int. Conf. Image Proc. (ICIP ‘09),</i> Cairo, Egypt, Nov. 2009. [http://biron.usc.edu/~wooshikk/DepthCoding_ICIP09_wskim_FinalRevision.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2010</b>===<br />
<br />
<ul><br />
<br />
<li> W.-S. Kim, A. Ortega, P. Lai, D. Tian, and C. Gomila, “Depth map coding with distortion estimation of rendered view,” <i>in Proc. of SPIE Visual Information Processing and Communication (VIPC ‘10),</i> San Jose, CA, USA, Jan. 2010. [http://biron.usc.edu/~wooshikk/DepthCoding_VIPC10_wskim.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography". <i>In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),</i> Dallas, March 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICASSP2010_yenting_draft_update.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> Y. Lin and A. Ortega, and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". <i>In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010),</i> Anaheim, May 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SPE_WRM_2010_final_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> G. Shen, W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "Edge-aware intra prediction for depth-map coding". <i>in Proc. of IEEE Intl. Conf. Image Proc. (ICIP ‘10),</i> Hong Kong, Sep. 2010. [http://biron.usc.edu/~wooshikk/ICIP10.pdf <small><b>PDF format</b></small>]<br />
<br />
<li> Y. Lin, and A. Ortega, and A.G. Dimakis, "Sparse recovery for discrete tomography". <i>In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010,</i> Hong Kong, October 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/ICIP_2010_Yenting_submit.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
<li> W.-S. Kim, A. Ortega, J. Lee, and H. Wey, "3-D video coding using depth transition data," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/3DVideoAUX_PCS2010_wskim.pdf <small><b>PDF format</b></small>]<br />
<li> G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," <i>in Proc. of 28th Picture Coding Symposium (PCS ‘10),</i> Nagoya, Japan, Dec. 2010. [http://biron.usc.edu/~wooshikk/PCS10.pdf <small><b>PDF format</b></small>]<br />
<li> S. Lee and A. Ortega "Joint Optimization of Transport Cost and Reconstruction for Spatially-Localized Compressed Sensing in Multi-Hop Sensor Networks ". <i>In Proceedings of APSIPA Annual Summit and Conference (APSIPA ASC 2010),</i> Singapore, December 2010.<br />
[http://sipi.usc.edu/~ortega/Papers/SungwonLee_APSIPA_10.pdf <small><b>PDF format</b></small>]<br />
<br />
</ul><br />
<br />
===<b>2011</b>===<br />
<br />
<br />
===<b>2012</b>===<br />
<br />
<ul><br />
<br />
<li>S. Lee and A. Ortega "Adaptive Compressed Sensing for Depthmap Compression Using Graph-based Transform". <i> In Proceedings of International Conference on Image Processing (ICIP'12),</i> Orlando, October, 2012 [http://sipi.usc.edu/~ortega/papers/SungwonLee_ICIP_12.pdf <small><b>PDF format</b></small>]<br />
<br />
<br />
</ul><br />
<br />
[http://biron.usc.edu/wiki/index.php/CompressionGroup Return to group webpage]</div>Akshay