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计算机应用 2006
Research on initialization of image segmentation with FCM algorithm
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Abstract:
Fuzzy C-Means(FCM) algorithm is one of the most popular methods of clustering analysis. However, the traditional FCM algorithm does not work well because its initial clustering central collection is the stochastic selection. An efficient PFCM algorithm was proposed. Based on the solving multinomial root, the PFCM algorithm solved question of initial clustering central collection of data set. The experiment result demonstrates its effectiveness.