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