Novel fuzzy clustering algorithm with variable multi-pixel fitting spatial information for image segmentation

Spatial information is often used to enhance the robustness of traditional fuzzy c-means (FCM) clustering algorithms. Although some recently emerged improvements are remarkable, the computational complexity of these algorithms is high, which may lead to lack of practicability. To address this proble...

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Vydané v:	Pattern recognition Ročník 121; s. 108201
Hlavní autori:	Zhang, Hang, Li, Haili, Chen, Ning, Chen, Shengfeng, Liu, Jian
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.01.2022
Predmet:	Fuzzy clustering Image segmentation Spatial information Variable filter window Variable generalized neighbourhood window Spatial information Image segmentation Fuzzy clustering Variable generalized neighbourhood window Variable filter window
ISSN:	0031-3203, 1873-5142
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