ML Anthology

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

Víctor Ponce-López, Mario Gorga, Xavier Baró, Sergio Escalera
IJCAI 2011 pp. 2836-2837
doi:10.5591/978-1-57735-516-8/IJCAI11-490 /ijcai/2011/poncelopez2011ijcai-human/

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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Cite

Text

Ponce-López et al. "Human Behavior Analysis from Video Data Using Bag-of-Gestures." International Joint Conference on Artificial Intelligence, 2011. doi:10.5591/978-1-57735-516-8/IJCAI11-490

Markdown

[Ponce-López et al. "Human Behavior Analysis from Video Data Using Bag-of-Gestures." International Joint Conference on Artificial Intelligence, 2011.](https://mlanthology.org/ijcai/2011/poncelopez2011ijcai-human/) doi:10.5591/978-1-57735-516-8/IJCAI11-490

BibTeX

@inproceedings{poncelopez2011ijcai-human,
  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 = {International Joint Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {2836-2837},
  doi       = {10.5591/978-1-57735-516-8/IJCAI11-490},
  url       = {https://mlanthology.org/ijcai/2011/poncelopez2011ijcai-human/}
}