SVCL - Mohammad Saberian

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. I received B.S. degree in Electrical Engineering (Communication) from Department of Electrical Engineering and also a B.S in Computer Science,from Department of Mathematical Science , Sharif University of Technology , Tehran, Iran in July, 2008.

Research:
	My research interests are in the areas of computer vision, pattern recognition, and machine learning. More details about my current project is here.
Publication:
	Learning Optimal Embedded Cascades Mohammad J. Saberian and Nuno Vasconcelos. To be appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 2012 [pdf]
	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: 07/05/2011