Sunil K. Narang
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Contents
Sunil K Narang
Postdoctoral research associate (CV) Overview (video)
Department of Electrical Engineering - Systems
University of Southern California
Los Angeles, CA
E-mail: kumarsun@usc.edu
Advisor: Antonio Ortega
Research Interests
- Signal Processing on Graphs
- Image Processing
- Wavelet Transforms
Education
- Aug. 2007-present: University of Southern California, Los Angeles, CA
- Ph.D. student, Department of Electrical Engineering-Systems
- Aug. 2001-Jun. 2005: Indian Institute of Technology, Delhi
- Bachelor of Technology in Electrical Engineering, Jun. 2005, Department of Electrical Engineering
Professional Experience
- IBM Watson Research Lab, Yorktown: May 2010 - Aug. 2010
- Summer Intern, Business Analytics and Mathematical Sciences (BAMS) Group
- IBM India Research Lab: Dec 2005 - July. 2007
- Technical Staff Member in Systems, High Performance Computing Group
- Mascon Life Sciences: Sep 2005 - Dec. 2005
- Executive Software Engineer
- Design and development of bioinformatics projects like Gel Image Analysis, QTL Mapping and Gene Prediction.
Honors / Awards
- Best Research Paper Award 2012 by Ming Hsieh Department of Electrical Engineering
- Ming Hsieh Institute Ph.D. Scholarship(Aug 2011- Aug2012)
- Annenberg Graduate Fellowship(Aug.2007 - July 2009)
- Research Assistance Award (Aug 2009 - Present)
Patents
- A. Ortega, S.K. Narang, G. Shen, and J. Perez-Trufero, "Distributed Transforms for Efficient Data Gathering in Sensor Networks", January~19 2012, US Patent 20,120,014,289
Journal Publications
- David I Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst, "Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Data Domains", under review SPM 2012, arXiv:1211.0053
- S. K. Narang and Antonio Ortega, "Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs", arXiv:1210.8129
- S. K. Narang and Antonio Ortega, "Perfect Reconstruction Two-Channel Wavelet Filter-Banks For Graph Structured Data", IEEE Transactions on Signal Processing (TSP) PDF format, Matlab Toolbox
- S. Kumar, R. Gupta, N. Khanna, S. Chaudhury and S.D. Joshi, "Text Extraction and Document Image Segmentation Using Matched Wavelets and MRF Model,". IEEE Transactions on Image Processing(TIP),
Conference Publications
- S.K. Narang, Y. H. Chao and A. Ortega, "Graph-wavelet filterbanks for edge-aware image processing", IEEE Statistical Signal Processing (SSP'12)
- M. Levorato, S.K. Narang, U. Mitra, A. Ortega, Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis, GlobeCom 12 Best Paper Award
- S.K. Narang and A. Ortega, "Multi-dimensional separable critically sampled wavelet filterbanks on arbitrary graphs",IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12) PDF format, Poster
- Woo-Shik Kim, S.K. Narang and A. Ortega, "Graph based transforms for depth video coding",IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'12) PDF format
- S.K. Narang and A. Ortega, "Downsampling Graphs Using Spectral Theory",IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'11), PDF format, Poster
- J. P.-Trufero, S.K. Narang and A. Ortega, "Distributed Transforms for Efficient Data Gathering in Arbitrary Networks",Intl. Conf. on Image Proc. (ICIP'11), Presentation
- G. Shen, W.-S. Kim, S. K. Narang, A. Ortega, J. Lee, and H. Wey, "Edge-adaptive transforms for efficient depth-map coding," Picture Coding Symposium (PCS ‘10), Nagoya, Japan, Dec. 2010.PDF format
- S.K. Narang and A. Ortega, "Local Two-Channel Critically Sampled Filter-Banks On Graphs",Intl. Conf. on Image Proc. (ICIP'10), PDF format, Poster
- S.K. Narang, G. Shen and A. Ortega, "Unidirectional Graph-based Wavelet Transforms for Efficient Data Gathering in Sensor Networks". IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'10), April 2010. PDF format
- S. K. Narang and A. Ortega, "Lifting Based Wavelet Transforms on Graphs". APSIPA Annual Summit and Conference (APSIPA ASC 2009) Sapporo, Japan PDF format
- G. Shen, S. K. Narang and A. Ortega, "Adaptive Distributed Transforms for Irregularly Sampled Wireless Sensor Networks". IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP'09), Taipei, April 2009. PDF format
- A.R. Choudhury, A. King, S. Kumar and Y. Sabharwal, "Optimizations in financial engineering: The Least-Squares Monte Carlo method of Longstaff and Schwartz". In Proc. of 2008 IEEE International Symposium on Parallel and Distributed Processing. (IPDPS 2008):pp 1-11 April 2008
- A. Gupta, S. Kumar, R. Gupta, S. Chaudhury, S. D. Joshi, "Enhancement of Old Manuscript Images". International Conference on Document Analysis and Recognition (ICDAR 2007): vol2 744-748 Sep. 2007 PDF format
- S. Kumar, N. Khanna, S. Chaudhury, S. D. Joshi, "Locating Text in Images using Matched Wavelets". International Conference on Document Analysis and Recognition (ICDAR 2005) : vol2 595-599 Sep. 2005 PDF format
Invited Talks
- S. K. Narang, "Critically Sampled Wavelet Filterbanks on Graphs". CommNetS seminar, USC, Jan 2012 Presentation
- ITA graduation day, San Diego, Feb. 2012, Poster
- MHI Scholar 4 minute Research Pitch YouTube Link
Course Reports
- S. K. Narang, "Community detection in Social Networks using Wavelets". Semester Project Report: EE596(Wavelets) Fall 2008 USC PDF format
- S. K. Narang, "Compress Sensing of Public Opinion in a Social Network Using Ising Model". Semester Project Report: EE599(Large Scale Systems and Message Passing Algorithms) Fall 2009 USC PDF format
- S. K. Narang, "Low Dynamic Range (LDR) Video Camera System". Semester Project Report: EE586L(Advanced Digital Signal Processing Lab) Spring 2009 USC PDF format