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

@inproceedings{PonceLpez2011HumanBA,
  title={Human Behavior Analysis from Video Data Using Bag-of-Gestures},
  author={V{\'i}ctor Ponce-L{\'o}pez and Mario Gorga and Xavier Bar{\'o} and Sergio Escalera},
  booktitle={IJCAI},
  year={2011}
}
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.