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New two-dimensional fuzzy C-means clustering algorithm for image segmentation

โœ Scribed by Zhou, Xian-cheng ;Shen, Qun-tai ;Liu, Li-mei


Book ID
107506976
Publisher
Chinese Electronic Periodical Services
Year
2008
Tongue
English
Weight
438 KB
Volume
15
Category
Article
ISSN
1005-9784

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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