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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Veröffentlicht in:	Pattern recognition letters Jg. 34; H. 2; S. 163 - 175
Hauptverfasser:	Kaur, Prabhjot, Soni, A.K., Gosain, Anjana
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 15.01.2013
Schlagworte:	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-Zugang:	Volltext
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