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Motion detection is a fundamental and important part of many visual tracking systems and of other computer vision applications. In this paper, we present a robust and effective motion detection method for detecting foreground moving objects even with quick lighting changes and shadows in scenes. The proposed approach integrates YCbCr color features with texture by a fuzzy method based on Choquet integral.Numerous experiments on complex video sequences show that the proposed approach, compared with GMM method, can achieve better performance.
Date of Conference: 2-4 April 2009