Title :
A system for moving object detection and shadow extermination
Author :
Huawei, Wang ; Jianhua, Bai ; Cuihua, Li ; Qiying, Wu
Author_Institution :
Dept. of Comput. Sci., Xiamen Univ., China
Abstract :
A system for moving object detection and shadow extermination is described in this paper. In this system, an adaptive background model is built, which can achieve the process of initialization automatically. With an improved hybrid algorithm, moving objects are detected effectively, while a ghost detection model is used to detect ghost phenomena and makes the system more robust. Finally, an approach to exterminate shadow in HSIG color space is presented, yielding satisfying results.
Keywords :
image colour analysis; object detection; HSIG color space; adaptive background model; ghost detection model; hybrid algorithm; moving object detection; shadow extermination; Adaptive systems; Computer science; Image motion analysis; Lighting; Monitoring; Object detection; Robustness; Traffic control;
Conference_Titel :
VLSI Design and Video Technology, 2005. Proceedings of 2005 IEEE International Workshop on
Print_ISBN :
0-7803-9005-9
DOI :
10.1109/IWVDVT.2005.1504565
