BCN Perceptual Computing Lab Repository

Human Behavior Analysis from Video Data using Bag-of-Gestures

Ponce, Victor and Gorga, Mario and Baró, Xavier and Escalera, Sergio (2011) Human Behavior Analysis from Video Data using Bag-of-Gestures. International Joint Conference on Artificial Intelligence IJCAI . (Unpublished)

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Abstract

Human Behavior Analysis in Uncontrolled Environments can be categorized in two main challenges: 1) Feature extraction and 2) Behavior analysis from a set of corporal language vocabulary. In this work, we present our achievements characterizing some simple behaviors from visual data on different real applications and discuss our plan for future work: low level vocabulary definition from bag-of-gesture units and high level modelling and inference of human behaviors.

Item Type:Article
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
ID Code:51
Deposited By:Xavier Baró
Deposited On:11 May 2011 12:17
Last Modified:11 May 2011 12:17

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