Ponce, Vìctor;
Gorga, Mario;
Baró, Xavier;
Escalera, Sergio;
(2011)
Human Behavior Analysis from Video Data Using Bag-of-Gestures.
In: Walsh, Toby, (ed.)
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence.
(pp. pp. 2836-2837).
AAAI Press/International Joint Conferences on Artificial Intelligence: Barcelona, Spain.
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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.
| Type: | Proceedings paper |
|---|---|
| Title: | Human Behavior Analysis from Video Data Using Bag-of-Gestures |
| Event: | International Joint Conference on Artificial Intelligence |
| ISBN-13: | 9781577355120 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.5591/978-1-57735-516-8/IJCAI11-490 |
| Publisher version: | https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-... |
| Additional information: | This version is the author-accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment > Bartlett School Env, Energy and Resources |
| URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10126539 |
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