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Image segmentation by clustering of spatial patterns

โœ Scribed by Yong Xia; (David) Dagan Feng; Tianjiao Wang; Rongchun Zhao; Yanning Zhang


Book ID
108235861
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
983 KB
Volume
28
Category
Article
ISSN
0167-8655

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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