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Believe propagation is a popular method to achieve combinatorial optimization. This program contains two sets of codes -- image restoration from noisy data and depth estimation from stereo images.-Believe propagation is a popular method to achieve combinatorial optimization. This program contains two sets of codes-- image restoration from noisy data and depth estimation from stereo images.