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In this paper, an adaptive background modeling approach for moving object detection is proposed. Based on mixture Gaussian model suggested by Stauffer, a mixture Gaussians model has been built for each pixel and its learning rate can be adjusted dynamically according to the scene change from the frame difference. This approach has changed the strategy used in various improvements to re-initialize...
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