Image segmentation by a fuzzy clustering algorithm using adaptive spatially constrained membership functions

Abstract

In this paper, we present a novel adaptive fuzzy clustering scheme for image segmentation, the Adaptive Fuzzy Clustering/Segmentation (AFCS) Algorithm. In AFCS, the nonstationary nature of images is taken into account by modifying the prototype vectors as functions of the sample location in the image. The inherent high interpixel correlation is modeled… (More)
DOI: 10.1109/3468.668967

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