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

Ponce-López, Víctor; Gorga, Mario; Baró, Xavier; Escalera, Sergio

doi:10.5591/978-1-57735-516-8/IJCAI11-490

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

Víctor Ponce-López, Mario Gorga, Xavier Baró, Sergio Escalera

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Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Pages 2836-2836.

https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-490

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.

Víctor Ponce-López, Mario Gorga, Xavier Baró, and Sergio Escalera. 2011. Human Behavior Analysis from Video Data Using Bag-of-Gestures. In Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11. IJCAI, 2836–2836. https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-490

@inproceedings{ijcai2011p490,
  title     = {Human Behavior Analysis from Video Data Using Bag-of-Gestures},
  author    = {Ponce-López, Víctor and Gorga, Mario and Baró, Xavier and Escalera, Sergio},
  booktitle = {Proceedings of the Twenty-Second International Joint Conference on
               Artificial Intelligence, {IJCAI-11}},
  publisher = {AAAI Press/International Joint Conferences on Artificial Intelligence},
  editor    = {Toby Walsh},
  pages     = {2836--2836},
  year      = {2011},
  month     = {7},
  doi       = {10.5591/978-1-57735-516-8/IJCAI11-490},
  url       = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-490},
}

TY  - CPAPER
TI  - Human Behavior Analysis from Video Data Using Bag-of-Gestures
AU  - Ponce-López, Víctor
AU  - Gorga, Mario
AU  - Baró, Xavier
AU  - Escalera, Sergio
T2  - Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11
PB  - AAAI Press/International Joint Conferences on Artificial Intelligence
PY  - 2011
SP  - 2836
EP  - 2836
DO  - 10.5591/978-1-57735-516-8/IJCAI11-490
UR  - https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-490
ER  -