Fuzzy model-based clustering and its application in image segmentation

•A fuzzy generalized Gaussian density (GGD) segmentation model is proposed.•A GGD-based agglomerative fuzzy algorithm is developed.•A two-stage fuzzy GGD segmentation algorithm is proposed. This paper proposes a novel fuzzy model-based unsupervised learning algorithm with boundary correction for ima...

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Bibliographic Details

Published in:	Pattern recognition Vol. 68; pp. 141 - 157
Main Authors:	Choy, Siu Kai, Lam, Shu Yan, Yu, Kwok Wai, Lee, Wing Yan, Leung, King Tai
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2017
Subjects:	Fuzzy algorithm Image segmentation Fuzzy algorithm Image segmentation
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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