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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Veröffentlicht in:	Applied soft computing Jg. 34; S. 758 - 769
Hauptverfasser:	Adhikari, Sudip Kumar, Sing, Jamuna Kanta, Basu, Dipak Kumar, Nasipuri, Mita
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.09.2015
Schlagworte:	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
Online-Zugang:	Volltext
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