Robust fuzzy c-means clustering algorithm with adaptive spatial & intensity constraint and membership linking for noise image segmentation

The fuzzy C-means (FCM) clustering method is proven to be an efficient method to segment images. However, the FCM method is not robustness and less accurate for noise images. In this paper, a modified FCM method named FCM_SICM for noise image segmentation is proposed. Firstly, fast bilateral filter...

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Vydané v:	Applied soft computing Ročník 92; s. 106318
Hlavní autori:	Wang, Qingsheng, Wang, Xiaopeng, Fang, Chao, Yang, Wenting
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2020
Predmet:	FCM Local information Noise image segmentation Robustness FCM Robustness Local information Noise image segmentation
ISSN:	1568-4946, 1872-9681
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