Conditional spatial fuzzy C-means clustering algorithm for segmentation of MRI images

•A conditional spatial fuzzy C-means (csFCM) clustering algorithm to improve the robustness of the conventional FCM algorithm is presented.•The method incorporates conditional affects and spatial information into the membership functions.•The algorithm resolves the problem of sensitivity to noise an...

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Vydané v:	Applied soft computing Ročník 34; s. 758 - 769
Hlavní autori:	Adhikari, Sudip Kumar, Sing, Jamuna Kanta, Basu, Dipak Kumar, Nasipuri, Mita
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.09.2015
Predmet:	Conditional spatial FCM Fuzzy C-means Image segmentation MRI brain image Image segmentation Fuzzy C-means Conditional spatial FCM MRI brain image
ISSN:	1568-4946, 1872-9681
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