A Modified Intuitionistic Fuzzy Clustering Algorithm for Medical Image Segmentation

A Modified Intuitionistic Fuzzy Clustering Algorithm for Medical Image Segmentation

This paper presents a modified intuitionistic fuzzy clustering (IFCM) algorithm for medical image segmentation. IFCM is a variant of the conventional fuzzy C-means (FCM) based on intuitionistic fuzzy set (IFS) theory. Unlike FCM, IFCM considers both membership and nonmembership values. The existing...

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Bibliographic Details
Main Authors: Aruna Kumar S.V., Harish B.S.
Format: Article
Language:English
Published: De Gruyter 2018-10-01
Series:Journal of Intelligent Systems
Subjects:
intuitionistic fuzzy set
medical image segmentation
cluster validity
hausdorff distance
68u10
Online Access:https://doi.org/10.1515/jisys-2016-0241

Internet

https://doi.org/10.1515/jisys-2016-0241

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