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Description: 在双目立体视觉中立体匹配问题存在歧义性,是视觉研究中难点问题之。通过采用分水岭分割图像的方式有效的对图像进行了过分割处理,实现了基于图像块置信传播的匹配算法。-In the binocular stereo vision problem in stereo matching ambiguity, is the difficult problems in vision research. Images by using watershed segmentation method was effective over-segmentation of the image processing, and belief propagation based on image block matching algorithm.
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Description: 系统地综述了基于MRF的图像分割方法。介绍了基于MRF模型的图像分割理论框架,给出了当前MRF图像建模研究的热点问题。概括了基于MRF模型的图像分割算法,包括图割算法、归一化割算法、置信度传播算法等,指出了这些算法的发展方向-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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