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OALib Journal期刊
ISSN: 2333-9721
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Image segmentation based on modified and piecewise fuzzy Gibbs random fields
基于修正的分段模糊吉伯斯随机场模型的图像分割

Keywords: image segmentation,modified FCM(Fuzzy C-Means),Gibbs distribution,fuzzy random fields
图像分割
,修正的模糊C平均,吉伯斯分布,模糊随机场

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Abstract:

A simple,easy but efficient approach,based on modified and piecewise fuzzy Gibbs random fields was introduced.A fine initial classification was got by modified FCM(Fuzzy C-Means),then combined with the two classes fuzzy method,a complex segmentation was got efficiently and precisely.Experiments show that our approach is more reliable and effective than classical methods in multi-class image segmentation.

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