DocumentCode
2646855
Title
Irregular behavior recognition based on treading track
Author
Zhang, Ye ; Liu, Zhi-Jing
Author_Institution
Xidian Univ., Xidian
Volume
3
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
1322
Lastpage
1326
Abstract
Visual analysis of human motion from video sequences is one of the most active research topics in the field of computer vision. This research has certain practical value and can be widely applied in some places such as: bank^ prison > courtroom, large public facility > large storehouse and military base .In this paper we present a novel method for judging irregular behavior based on treading track. First we use the background subtraction method to detect moving body, and then we judge whether someone is suspicious or not on the basis of treading track. The experimental result has shown the method present in this paper having the superiority of simple algorithm, fast recognition speed and high accuracy rate. Meanwhile, this method has certain robustness.
Keywords
computer vision; image motion analysis; image recognition; image sequences; object detection; video signal processing; background subtraction method; computer vision; human motion; irregular behavior recognition; moving body detect; treading track; video sequences; visual analysis; Humans; Image analysis; Image sequence analysis; Motion analysis; Motion detection; Object detection; Pattern analysis; Pattern recognition; Tracking; Video sequences; Irregular behavior recognition; background subtraction method; closed curve method; spiral line method;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4421639
Filename
4421639
Link To Document