Diverse fuzzy c-means for image clustering

Lingling Zhang,Minnan Luo,Jun Liu,Zhihui Li,Qinghua Zheng

Pattern Recognition Letters（2020）

引用 31|浏览130

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摘要

•A diverse fuzzy c-means is introduced for better accomplishing image clustering.•Diversity term makes the image cluster centers to cover as many clusters as possible.•A smooth relaxation is used to replace the non-smooth and non-convex diversity term.

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关键词

Image clustering,Diversity regularization,Fuzzy c-means,Cluster one-sidedness

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