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Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images

โœ Scribed by Huiyu Zhou; Schaefer, G.; Sadka, A.H.; Celebi, M.E.


Book ID
114571376
Publisher
Institute of Electrical and Electronics Engineers
Year
2009
Tongue
English
Weight
802 KB
Volume
3
Category
Article
ISSN
1932-4553

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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