Summarized the image segmentation method based on MRF. Introduces the image segmentation based on MRF model theory framework, gives the hotspot issue of MRF image modeling study. Summarized the image segmentation algorithm based on MRF model, including the graph cut algorithm, the normalized cut algorithm, belief propagation algorithm, points out the development direction of these algorithms

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