%0 Conference Proceedings
%T Human Behavior Analysis from Video Data Using Bag-of-Gestures
%A Victor Ponce
%A Mario Gorga
%A Xavier Baro
%A Sergio Escalera
%B 22nd International Joint Conference on Artificial Intelligence
%D 2011
%V 3
%@ 978-1-57735-516-8
%F Victor Ponce2011
%O HuPBA;MV
%O exported from refbase (http://refbase.cvc.uab.es/show.php?record=1770), last updated on Fri, 07 Mar 2014 10:52:54 +0100
%X 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.
%U http://ijcai.org/papers11/Papers/IJCAI11-490.pdf
%U http://dx.doi.org/10.5591/978-1-57735-516-8/IJCAI11-490
%P 2836-2837