Publication Details

Bayesian Concepts for Human Tracking and Behavior Discovery

CHMELAŘ, P. Bayesian Concepts for Human Tracking and Behavior Discovery. Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4. Brno: Brno University of Technology, 2006. p. 360-364. ISBN: 80-214-3163-6.

Czech title

Bayesovské koncepty pro pozorování chodců a jejich chování

Type

conference paper

Language

English

Authors

Chmelař Petr, Ing.

URL

http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/07-Informacni_systemy/03-chmelarp.pdf

Keywords

Bayesian classification, regression, nets, identification, detection, tracking,
pose recognition, behavior patterns.

Abstract

This work describes a framework for vision based human detection, tracking, pose
recognition and behavior discovery in a uniform manner of Bayesian classifiers.
It considers mathematical concept of identification by classification of
preprocessed images and regression of poses for discovering behavior patterns in
its databases using Bayes' nets.

Published

2006

Pages

360–364

Proceedings

Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4

Conference

Student EEICT 2006, Brno, CZ

ISBN

80-214-3163-6

Publisher

Brno University of Technology

Place

Brno

BibTeX

@inproceedings{BUT192601,
  author="Petr {Chmelař}",
  title="Bayesian Concepts for Human Tracking and Behavior Discovery",
  booktitle="Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4",
  year="2006",
  pages="360--364",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="80-214-3163-6",
  url="http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/07-Informacni_systemy/03-chmelarp.pdf"
}