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Belief propagation has become a popular technique for solving computer vision problems, such as stereo estimation and image denoising. However, it requires large memory and bandwidth, and hence naive hardware implementation is prohibitive. In this paper, we first analyze the memory and bandwidth requirements of the technique from the hardware perspective. Then, we propose a tile-based belief propagation...
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