Difference between revisions of "Yenting Lin"
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**Employer: [http://www.rii.ricoh.com/ Computation Optics & Visual Processing Group, Ricoh innovation, Menlo Park, CA] | **Employer: [http://www.rii.ricoh.com/ Computation Optics & Visual Processing Group, Ricoh innovation, Menlo Park, CA] | ||
**Contribution: | **Contribution: | ||
| − | ***Developed new image processing algorithms for plenoptic camera (1 | + | ***Developed new image processing algorithms for plenoptic camera (1 patent and 1 conference paper are submitted). |
| − | patent and 1 conference paper are submitted). | ||
**Employer: [http://cisoft.usc.edu/ CiSoft, a joint center of Chevron and USC, Los Angeles, CA] | **Employer: [http://cisoft.usc.edu/ CiSoft, a joint center of Chevron and USC, Los Angeles, CA] | ||
**Contribution: | **Contribution: | ||
| − | ***Design and apply the my high contrast tomographic reconstruction algorithm to detect | + | ***Design and apply the my high contrast tomographic reconstruction algorithm to detect geophysical structure discontinuity in an oil field (1 patent is submitted). |
| − | geophysical structure discontinuity in an oil field (1 patent is submitted). | ||
Revision as of 15:15, 1 February 2013
Yenting (Greg) Lin
PHD student in University of Southern California
Contents
Yenting (Greg) Lin
- Ph.D. Candidate (expect graduation: May 2013)
- Advisor: Antonio Ortega
- Address: 3740 McClintock Ave., EEB 441, Los Angeles, CA 90089-2564 Google Map
- Telephone: (213)-740-4655
- E-mail: yenting0322@gmail.com, yenting@usc.edu
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, May 2006, Department of Electrical Engineering-Systems
- Sep. 1997-May. 2001: National Taiwan University, Taiwan
Bachelor of Science in Engineering, June. 2001, 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).
- 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.
Conference Publications
- 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.
- Lin, Y and Ortega, Antonio and Dimakis, Alexandros G. "Level estimation for sparse reconstruction in discrete tomography". In Proceedings of 2011 Asilomar Conference on Signals, Systems and Computers (ASILOMAR), , 6-9 Nov. 2011
- Lin, Y. and Ortega, A. "Reconstruction algorithm for high contrast velocity travel time tomography". In Proceedings of the 2010 IEEE International Acoustics Speech and Signal Processing Conference(ICASSP 2010),, Dallas, March 2010.
- Lin, Y. and Ortega, A. and Nejad, A. and Ershaghi, I. "Waterflood Tomography: Mapping High Contrast Permeability Structures Using Injection/Production Data". In Proceedings of the 2010 SPE Western Regional Meeting(SPE WRM 2010), , Anaheim, May 2010.
- Lin, Y. and Ortega, A. and Dimakis, A.G. "Sparse recovery for discrete tomography". In Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP), 2010, , Hong Kong, October 2010.
