University of Florida :: Department of Computer and Information Science and Engineering (CISE)

Seminar : SEM-2010-494

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Seminar ID:SEM-2010-494
Title:Looking for Patterns in Videos
Speakers:Rama Chellappa, Minta Martin Professor of Engineering
Department of Electrical and Computer Engineering and UMIACS, University of Maryland

Rama Chellappa, Minta Martin Professor of Engineering
Department of Electrical and Computer Engineering and UMIACS, University of Maryland

Rama Chellappa, Minta Martin Professor of Engineering
Department of Electrical and Computer Engineering and UMIACS, University of Maryland

Rama Chellappa, Minta Martin Professor of Engineering
Department of Electrical and Computer Engineering and UMIACS, University of Maryland
Date:March 29, 2010
Time:2:30-3:30pm
Location:CSE 404
Abstract:

In this talk, I will first discuss some of the general principles for designing robust video-based pattern recognition systems using statistical inference methods. I will then discuss the design of statistical inference techniques for video-based modeling and recognition of actions involving single and multiple humans using motion, shape and behavior as features. Methods based on dynamic texture models, landmarks and statistical inference on special manifolds will be discussed. Methods for addressing the variations due to time warping and viewpoints will be illustrated for action recognition and unsupervised clustering of video sequences.

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URL:http://www.umiacs.umd.edu/~rama/
Supporting Files:file icon SEM-2010-494.gif (28 KB)