所属单位：信息与控制工程学院

发表刊物：2010 The 3rd International conference on Computational Intelligence and Industrial Application

关键字：中文关键字：图像分割，能量最小化，马尔可夫随机场，LBP算法，英文关键字：Image segmentation; Energy minimization; Markov ra

摘要：A method for image segmentation was presented which based on LBP(Loopy Belief Propagation) of local region energy minimization. Based on global energy minimization for image segmentation by traditional LBP algorithm, the proposed method used local region energy as the messages of LBP algorithm, and combined global energy minimization with local region energy minimization, so improved the efficiency of messages passing in LBP algorithm. In the experiments, the proposed method is compared with the traditional LBP algorithm. Experiments on natural images showed that the proposed method is able to obtain more accurate segmentation results and also less sensitive to noise than some of the existing models in common use.

备注：徐胜军

合写作者：刘欣

第一作者：徐胜军

论文类型：期刊论文

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是否译文：否

发表时间：2010-07-01