Difference between revisions of "Yenting Lin"
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::''[http://www.usc.edu/ University of Southern California]'' | ::''[http://www.usc.edu/ University of Southern California]'' | ||
− | *E-mail: ''[mailto:yenting0322@gmail.com yenting0322@gmail.com | + | *E-mail: ''[mailto:yenting0322@gmail.com yenting0322@gmail.com]'' |
== Research Interests == | == Research Interests == |
Revision as of 16:49, 15 March 2015
== Yenting (Greg) Lin (CV) (Resume) (Google Scholar) (LinkedIn) ==
- I finish my Ph.D. in Aug. 2013. Now I am a Lead Data Scientist in Supplyframe. This webpage may be out-dated.
- Advisor: Antonio Ortega
- E-mail: yenting0322@gmail.com
Contents
Research Interests
My research interest is to recover the low-dimensional structure from sparse (incomplete, corrupted) observations, and apply them to solve problems in signal processing (reservoir modeling and 3D object reconstruction)
- Transmission tomography for high contrast structures
- Compressive sensing and sparse structure exploitation in tight, unconventional reservoir
- Sparse reconstruction for X-Ray discrete tomography
- Group testing for well production measuring
- Signal processing for plenoptic camera
Education
- Sep. 2006-present: University of Southern California, Los Angeles, CA
- Ph.D. student, Department of Electrical Engineering-Systems
- Sep. 2004-May. 2006: University of Southern California, Los Angeles, CA
- Master of Science, Department of Electrical Engineering-Systems
- Sep. 1997-May. 2001: National Taiwan University, Taipei, Taiwan
- Bachelor of Science in Engineering, School of Electrical Engineering and Computer Science
Academic Experience
- Research Assistant, Sep. 2007 - Present
- Travel time tomography for high contrast media with sparse data
- Develop algorithms to detect the high contrast structure with sparse water injection and oil production data.
- Group testing for automatic well-testing system
- Develop a novel algorithm to increase the production well-testing frequency up to 70% without changing any hardware.
- Discrete X-ray tomography
- Reconstruction of high contrast X-ray image (e.g., Angiography) with reduced radiation up to 90%.
- Underwater acoustic tomography
- Reduce the variance of estimate travel time in an noisy underwater environment up to 50%.
- Travel time tomography for high contrast media with sparse data
- Teaching Assistant, Aug. 2006- May 2007
- Communication theory
- Lectured Communication theory discussion session for groups of 30 students, 1 hours/week (2 semesters)
- Communication theory
Professional Experience
- Summer Research Intern, May 2012 - Aug. 2012
- Employer: Computation Optics & Visual Processing Group, Ricoh innovation, Menlo Park, CA
- Contribution:
- Developed new image processing algorithms for plenoptic camera (1 patent and 1 conference paper are submitted).
- Summer Research Intern, May 2011 - Aug. 2011
- Employer: CiSoft, a joint center of Chevron and USC, Los Angeles, CA
- Contribution:
- Design and apply the my high contrast tomographic reconstruction algorithm to detect geophysical structure discontinuity in an oil field (1 patent is submitted).
- Jun. 2002 to Feb. 2004 Military Service in Taiwan Army as Second Lieutenant
- Contribution:
- Manage and maintain the military combat communication network.
- Lead the development team for C4ISR
- Contribution:
Skills / Tools
- Proficient in C/C++, Matlab.
- Good knowledge of Mathematical optimization.
Publications
- Y. Lin and A. Ortega, “Object-based high contrast travel time tomography”, under review for SEG Geophysics, arXiv 1303.3052. Link
- Y. Lin, Ivana Tosic and Kathrin Berkner, “Occlusion-aware layered scene recovery from light fields”, to appear in International Conference on Image Processing (ICIP 2013), Melbourne, Australia, September 2013.
- Y. Lin and A. Ortega, "Group Testing: A Novel Approach To Increase The Effective Frequency Or Accuracy Of Well-tests Without Increasing Infrastructure Costs", to appear in SPE Western Regional Meeting, Monterey, April 2013.
- Y. Lin, A. Ortega, T. Tafti, and I. Ershaghi, "Detecting shale discontinuity between different layers using water-flood tomography", in SPE Western Regional Meeting, Bakersfield, March 2012. Link
- Y. Lin, A. Ortega, and A. Dimakis, "Level estimation for sparse reconstruction in discrete tomography", in Proceedings of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR 2011), Pacific Grove, November 2011. PDF format
- Y. Lin, A. Ortega, and A. Dimakis, "Sparse recovery for discrete tomography", in Proceedings of International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010. PDF format
- Y. Lin, A. Ortega, A. Nejad, and I. Ershaghi, "Waterfood tomography: mapping high contrast permeability structures using injection/production data", in SPE Western Regional Meeting, Anaheim, May 2010. Link
- Y. Lin and A. Ortega, "Reconstruction algorithm for high contrast velocity travel time tomography", in Proceedings of International Conference on Acoustics Speech and Signal Processing (ICASSP 2010), Dallas, March 2010. PDF format