Alternate PSO-Based Adaptive Interval Type-2 Intuitionistic Fuzzy C-Means Clustering Algorithm for Color Image Segmentation

Alternate PSO-Based Adaptive Interval Type-2 Intuitionistic Fuzzy C-Means Clustering Algorithm for Color Image Segmentation

Interval type-2 fuzzy c-means (IT2FCM) clustering algorithm can describe more uncertainty than fuzzy c-means (FCM) clustering algorithm by using two fuzzifiers to construct a more inclusive boundary. How to obtain appropriate fuzzifiers and initialize cluster centers are essential tasks for the IT2F...

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Bibliographic Details
Main Authors: Feng Zhao, Yilei Chen, Hanqiang Liu, Jiulun Fan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Image segmentation
interval type-2 fuzzy clustering
intuitionistic fuzzy set
particle swarm optimization
alternate optimization
Online Access:https://ieeexplore.ieee.org/document/8715432/

Internet

https://ieeexplore.ieee.org/document/8715432/

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