DocumentCode :
547420
Title :
Moving target detection under complex background based on code book
Author :
Huan, Ruohong ; Wang, Zhehu ; Tang, Xiaomei ; Chen, Qingzhang
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhejiang Univ. of Technol., Hangzhou, China
Volume :
1
fYear :
2011
fDate :
10-12 June 2011
Firstpage :
203
Lastpage :
207
Abstract :
For intelligent video monitor system, how to detect the moving target accurately is a key problem needed to be solved. The problem is more serious when background is complex. This paper uses a method based on code book to segment the foreground and background to detect the moving targets under complex background. This method uses the threshold of the color distortion of and brightness distortion. It creates a code book for each pixel, and each code book includes one or more code words. Code book will be updated as same as code word. The experimental results prove that even if the movement and brightness of background changes, this method can detect the moving target effectively and has good robustness.
Keywords :
image coding; image colour analysis; image motion analysis; image segmentation; object detection; video signal processing; brightness distortion; code book; color distortion; complex background; intelligent video monitor system; moving target detection; Brightness; Computer vision; Image motion analysis; Optical imaging; Optical sensors; Pixel; Training; Code Book; Complex background; Moving target detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
Type :
conf
DOI :
10.1109/CSAE.2011.5953204
Filename :
5953204
Link To Document :
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