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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Bibliographic Details

Published in:	Applied soft computing Vol. 34; pp. 758 - 769
Main Authors:	Adhikari, Sudip Kumar, Sing, Jamuna Kanta, Basu, Dipak Kumar, Nasipuri, Mita
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.09.2015
Subjects:	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 Access:	Get full text
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