Robust Image Segmentation Using FCM With Spatial Constraints Based on New Kernel-Induced Distance Measure

Chen, S.; Zhang, David

doi:10.1109/tsmcb.2004.831165

Public

Robust Image Segmentation Using FCM With Spatial Constraints Based on New Kernel-Induced Distance Measure

Published in IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) • Jul 20, 2004

Authors:

S. Chen

David Zhang

Abstract

Fuzzy c-means clustering (FCM) with spatial constraints (FCM_S) is an effective algorithm suitable for image segmentation. Its effectiveness contributes not only to the introduction of fuzziness for belongingness of each pixel but also to exploitation of spatial contextual information. Although the ...

Subject

Outlier

Pattern recognition (psychology)

Cluster analysis

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