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Fuzzy c-means clustering with non local spatial information for noisy image segmentation

โœ Scribed by Zhao, Feng ;Jiao, Licheng ;Liu, Hanqiang


Book ID
107475690
Publisher
Higher Education Press and Springer
Year
2010
Tongue
English
Weight
743 KB
Volume
5
Category
Article
ISSN
1673-7350

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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