Conference paper

HERMAN David, ORSÁG Filip and DRAHANSKÝ Martin. Object Tracking in Monochromatic Video Sequences Using Particle Filter. In: 7th Scientific International Conference - Enviromental Protection of Population. Brno: Karel Englis College Inc., 2012, pp. 120-128. ISBN 978-80-86710-57-0.
Publication language:english
Original title:Object Tracking in Monochromatic Video Sequences Using Particle Filter
Title (cs):Sledování objektu v monochromatických videosekvencích pomocí částicového filtru
Pages:120-128
Proceedings:7th Scientific International Conference - Enviromental Protection of Population
Conference:7th Scientific International Conference Crisis Management Environmental Protection of Population
Place:Brno, CZ
Year:2012
ISBN:978-80-86710-57-0
Publisher:Karel Englis College Inc.
Keywords
visual object tracking, particle filter, monochromatic video sequences
Annotation
In recent years, a significant amount of attention has been given to the development of efficient and robust visual tracking algorithms. In order to deal with this problematic issue, color based particle filters are often used because of their simplicity, flexibility, and ability to deal with non-linearity and non-Gaussianity of such systems. However, the conventional particle filter methods may perform poorly when the color information is not available. In this paper, the proposed combination of a background model, motion model, and object model aims to tackle the problem of tracking objects in monochromatic video sequences. Several experiments have been conducted to verify the presented approach.   
BibTeX:
@INPROCEEDINGS{
   author = {David Herman and Filip Ors{\'{a}}g and Martin
	Drahansk{\'{y}}},
   title = {Object Tracking in Monochromatic Video Sequences Using
	Particle Filter},
   pages = {120--128},
   booktitle = {7th Scientific International Conference - Enviromental
	Protection of Population},
   year = {2012},
   location = {Brno, CZ},
   publisher = {Karel Englis College Inc.},
   ISBN = {978-80-86710-57-0},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso-8859-2?id=9954}
}

Your IPv4 address: 54.92.141.211
Switch to IPv6 connection

DNSSEC [dnssec]