AAAI Publications, Twenty-Second International Joint Conference on Artificial Intelligence

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Human Behavior Analysis from Video Data Using Bag-of-Gestures
Víctor Ponce López, Mario Gorga López, Xavier Baró Solé, Sergio Escalera Guerrero

Last modified: 2011-06-29

Abstract


Human Behavior Analysis in Uncontrolled Environmentscan be categorized in two main challenges:1) Feature extraction and 2) Behavior analysisfrom a set of corporal language vocabulary. Inthis work, we present our achievements characterizingsome simple behaviors from visual data ondifferent real applications and discuss our plan forfuture work: low level vocabulary definition frombag-of-gesture units and high level modelling andinference of human behaviors.

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