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Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation

โœ Scribed by Weiling Cai; Songcan Chen; Daoqiang Zhang


Book ID
108234402
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
576 KB
Volume
40
Category
Article
ISSN
0031-3203

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Fuzzy c-means clustering with spatial in
โœ Keh-Shih Chuang; Hong-Long Tzeng; Sharon Chen; Jay Wu; Tzong-Jer Chen ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 466 KB

A conventional FCM algorithm does not fully utilize the spatial information in the image. In this paper, we present a fuzzy c-means (FCM) algorithm that incorporates spatial information into the membership function for clustering. The spatial function is the summation of the membership function in t