Ing. Petr Chmelař

Chmelař, P.: Bayesian Concepts for Human Tracking and Behavior Discovery, In: Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4, Brno, CZ, VUT v Brně, 2006, p. 360-364, ISBN 80-214-3163-6
Publication language:english
Original title:Bayesian Concepts for Human Tracking and Behavior Discovery
Title (cs):Bayesovské koncepty pro pozorování chodců a jejich chování
Pages:360-364
Proceedings:Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4
Conference:Student EEICT 2006
Place:Brno, CZ
Year:2006
ISBN:80-214-3163-6
Publisher:Brno University of Technology
URL:http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/07-Informacni_systemy/03-chmelarp.pdf [PDF]
Keywords
Bayesian classification, regression, nets, identification, detection, tracking, pose recognition, behavior patterns.
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   author = {Petr Chmelař},
   title = {Bayesian Concepts for Human Tracking and Behavior Discovery},
   pages = {360--364},
   booktitle = {Proceedings of the 12th Conference STUDENT EEICT 2006 Volume
	4},
   year = {2006},
   location = {Brno, CZ},
   publisher = {Brno University of Technology},
   ISBN = {80-214-3163-6},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=8077}
}

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