Andrew Zisserman |
University of Oxford |
Human Focussed Video Analysis |
Date: Friday, Sep. 24 09:00 - 10:00 |
Session-Chair: Bernt Schiele |
Abstract:
Determining the pose and actions of humans is one of the central problems of image and video analysis. The visual problem is challenging because humans are articulated animals, wear loose and varying clothing, self-occlude themselves, and stand against difficult and confusing backgrounds. Nevertheless, the area has seen great progress over the last decade due to advances in modelling, learning, and in the efficiency of algorithms. We describe approaches for recognizing human actions and inter-actions, and for determining 2D upper body pose. Results will be shown for various TV videos and feature films, and applications demonstrated for (i) learning the gestures of sign language, and (ii) pose based video retrieval. |
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