SVCL - Mohammad Saberian

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Mohammad (Ehsan) Saberian

Department of Electrical and Computer Engineering,

University of California, San Diego

9500 Gilman Drive, Mail code 0409

EBU 1, Room 5512

La Jolla, CA 92093-0409

Email: saberian at u c s d . e d u
Phone: (858) 534-4538

I've been a Ph.D. student since 2009 in Statistical Visual Computing Lab, ECE department, UCSD. My research interests are in the areas of computer vision, pattern recognition, and machine learning. More details about my current project is here.

Honors:
	- Facebook fellowship finalist, 2012.
	- Winner of Yahoo! Key Scientific Challenge in multimedia, 2011.
	- Qualcomm Innovation fellowship finalist, 2010.
	- Department fellowship University of California San Diego, 2008.

Publication:
	Learning Optimal Embedded Cascades Mohammad J. Saberian and Nuno Vasconcelos. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 34(10), 2005-2018, October 2012 [ps] [pdf]
	Boosting Algorithms for Simultaneous Feature Extraction and Selection Mohammad J. Saberian and Nuno Vasconcelos . Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, 2012. [ps] [pdf][code]
	Multiclass Boosting: Theory and Algorithms Mohammad J. Saberian and Nuno Vasconcelos . In Proc. Neural Information Processing Systems (NIPS), Granada, Spain, Dec 2011. [ps] [pdf][code]
	TaylorBoost: First and Second Order Boosting Algorithms with Explicit Margin Control Mohammad J. Saberian, Hamed Masnadi-Shirazi and Nuno Vasconcelos . Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, 2011. [ps] [pdf] [code]
	Boosting Classifer Cascades Mohammad J. Saberian and Nuno Vasconcelos . In Proc. Neural Information Processing Systems (NIPS), Vancouver, Canada, Dec 2010. [ps] [pdf]

Last update: 06/28/2012