UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

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

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. Green open access

[thumbnail of 2963-16030-1-PB.pdf]
Preview
Text
2963-16030-1-PB.pdf - Accepted Version

Download (171kB) | Preview

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.ucl.ac.uk/id/eprint/10126539
Downloads since deposit
5Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item