DocumentCode
1742158
Title
Multiple people tracking using an appearance model based on temporal color
Author
Roh, Hyungki ; Kang, Seonghoon ; Lee, Seong-Whan
Author_Institution
Center for Artificial Vision Res., Korea Univ., Seoul, South Korea
Volume
4
fYear
2000
fDate
2000
Firstpage
643
Abstract
We present a method for the detection and tracking of multiple people totally occluded or out of sight in a scene for some period of time in image sequences. Our approach is to use time weighted color information, i.e., the temporal color, for robust medium-term people tracking. It assures our system continuously tracks people moving in a group with occlusion. Experimental results show that the temporal color is more stable than shape or intensity when used in various cases
Keywords
image colour analysis; image sequences; surveillance; tracking; appearance model; multiple people tracking; occluded people; occlusion; robust medium-term tracking; temporal color; time weighted color information; Cameras; Colored noise; Humans; Image sequences; Layout; Research initiatives; Robustness; Shape; Surveillance; Target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.903000
Filename
903000
Link To Document