DocumentCode :
2748506
Title :
Moving Target Detection in Video Monitoring System
Author :
Li, Gang ; Zeng, Ruili ; Lin, Ling
Author_Institution :
Sch. of Precision Instrum. & Opto-Electron. Eng., Tianjin Univ.
Volume :
2
fYear :
0
fDate :
0-0 0
Firstpage :
9778
Lastpage :
9781
Abstract :
Moving target detection is the key technique of some video monitoring system, target detection will affected the quality of surveillance directly. Some traditional methods about moving target detection, such as background differencing and coterminous frames differencing, can´t solve the influence of noises coming from natural condition changing, or can´t obtain integrated target contour. In this paper, algorithm model about adaptive background is proposed through improved coterminous frames differencing, then the background subtraction algorithm is used in the new background, the dynamic threshold segmentation method is used in the frame, the morphology filter is applied to reduce noises, and the contour of moving target is recognized and tracked from the image. Experimental results demonstrate that this method can reduce the influence of noise, improve the effect of moving target detection, recognize target contour clearly
Keywords :
feature extraction; image denoising; image segmentation; mathematical morphology; object detection; target tracking; video signal processing; adaptive algorithm; background differencing; background subtraction; coterminous frame differencing; dynamic threshold segmentation; image processing; morphology filter; moving target detection; noise reduction; target contour recognition; target contour tracking; video monitoring system; Adaptive filters; Background noise; Image recognition; Image segmentation; Monitoring; Morphology; Noise reduction; Object detection; Surveillance; Target recognition; adaptive algorithm; image processing; target detection; video monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
Type :
conf
DOI :
10.1109/WCICA.2006.1713904
Filename :
1713904
Link To Document :
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