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A Spatial Clustering Method With Edge Weighting for Image Segmentation

โœ Scribed by Nan Li, ; Hong Huo, ; Yu-ming Zhao, ; Xi Chen, ; Tao Fang,


Book ID
120530917
Publisher
IEEE
Year
2013
Tongue
English
Weight
619 KB
Volume
10
Category
Article
ISSN
1545-598X

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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