---
title: "Human Behavior Analysis from Video Data Using Bag-of-Gestures"
authors:
  - "Víctor Ponce-López"
  - "Mario Gorga"
  - "Xavier Baró"
  - "Sergio Escalera"
doi: "10.5591/978-1-57735-516-8/IJCAI11-490"
url: "https://ijcai.org/proceedings/2011/490"
pdf: "https://ijcai.org/proceedings/2011/0490.pdf"
venue: "Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence"
year: 2011
pages: "2836-2836"
track: ""
keywords:
---

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

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

*Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence*, pages 2836-2836. DOI: [10.5591/978-1-57735-516-8/IJCAI11-490](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.