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Spatial kernel K-harmonic means clustering for multi-spectral image segmentation

โœ Scribed by Li, Q.; Mitianoudis, N.; Stathaki, T.


Book ID
117812010
Publisher
The Institution of Engineering and Technology
Year
2007
Tongue
English
Weight
833 KB
Volume
1
Category
Article
ISSN
1751-9659

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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