A robust kernelized intuitionistic fuzzy c-means clustering algorithm in segmentation of noisy medical images

This paper presents an automatic effective intuitionistic fuzzy c-means which is an extension of standard intuitionisitc fuzzy c-means (IFCM). We present a model called RBF Kernel based intuitionistic fuzzy c-means (KIFCM) where IFCM is extended by adopting a kernel induced metric in the data space...

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Bibliographic Details

Published in:	Pattern recognition letters Vol. 34; no. 2; pp. 163 - 175
Main Authors:	Kaur, Prabhjot, Soni, A.K., Gosain, Anjana
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.01.2013
Subjects:	Fuzzy c-means Fuzzy clustering Intuitionistic fuzzy c-means RBF kernel based intuitionistic fuzzy c-means Robust image segmentation Fuzzy clustering Robust image segmentation Intuitionistic fuzzy c-means RBF kernel based intuitionistic fuzzy c-means Fuzzy c-means
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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