This method builds a mixed Gaussian model for color images and updates the background model in real time. It also improves the inter-frame difference method and proposes the idea of mixed difference. By combining the background subtraction method and the mixed difference method, the morphological filtering method is used to remove noise points and detect the exact moving target. The experimental results show that the algorithm proposed in this paper can accurately build a background model, completely extract the moving target, and adapt to the changes in the complex environment, thereby improving the accuracy and speed of moving target detection.
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