DocumentCode :
2069098
Title :
Foreground Object Detection Using Two Successive Images
Author :
Wang, Jung-Ming ; Cherng, Shen ; Fuh, Chiou-Shann ; Chen, Sei-Wang
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ., Taiwan
fYear :
2008
fDate :
1-3 Sept. 2008
Firstpage :
301
Lastpage :
306
Abstract :
Detecting foreground object often need to face the problems of illumination change and image noise. In this paper, we propose an object detection method using two successive image frames. Illumination change would be very small in such short time, and then we can handle the first problem more easily. Image noise will confuse the detection of an object boundary. To handle this problem, we apply level set method to enclose the foreground object regions. The experiments show that our method can be applied to extract foreground objects in various environments and different cameras.
Keywords :
image sequences; object detection; video signal processing; foreground object detection; illumination change; image noise; object boundary detection; successive image frames; Automotive engineering; Cameras; Computer science; Face detection; Image edge detection; Lighting; Object detection; Testing; Vehicles; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Video and Signal Based Surveillance, 2008. AVSS '08. IEEE Fifth International Conference on
Conference_Location :
Santa Fe, NM
Print_ISBN :
978-0-7695-3341-4
Electronic_ISBN :
978-0-7695-3422-0
Type :
conf
DOI :
10.1109/AVSS.2008.25
Filename :
4730429
Link To Document :
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