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Robust and real-time moving objects detection is a critical issue in computer vision application. The Gaussian Mixture Model (GMM) is the most common method to build a background. In this paper, three GMM algorithms, the classical one, L-window and the algorithm proposed by P. Wayne and Johan, are discussed, and videos of variety scenes are used in the comparison between their performances. Our study...
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