DocumentCode :
615415
Title :
A moving target detection algorithm based on dynamic scenes
Author :
Huijuan Zhang ; Hanmei Zhang
Author_Institution :
Sch. of Software Eng., Tongji Univ., Shanghai, China
fYear :
2013
fDate :
26-28 April 2013
Firstpage :
995
Lastpage :
998
Abstract :
Due to the impact caused by background, shadow, change of illumination, moving speed and so on, detection of moving target fails easily with its anti-noise performance no well. In accordance with these problems, this paper proposes a novel moving target detection algorithm based on dynamic scenes. By the combination of five-image difference algorithm and background subtraction algorithm, a complete outline of moving target can be obtained after preprocessed by median filtering method. Moreover, through making use of rectangular contour model, the cast shadow of a moving target can be effectively removed. The results show that the algorithm can extract moving target from dynamic scenes more accurately and completely, with real-time guaranteed.
Keywords :
image motion analysis; median filters; object detection; background subtraction algorithm; dynamic scene; five-image difference algorithm; median filtering method; moving target detection algorithm; rectangular contour model; Adaptation models; Image segmentation; Niobium; background subtraction; five-image difference; median filtering method; moving target detection; rectangular contour model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science & Education (ICCSE), 2013 8th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4673-4464-7
Type :
conf
DOI :
10.1109/ICCSE.2013.6554058
Filename :
6554058
Link To Document :
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