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The problem of unsupervised image segmentation of a satellite image in a number of homogeneous regions can be viewed as the task of clustering the pixels in the intensity space. This letter presents an approach that exploits the capability of some recently proposed fuzzy clustering techniques, as well as support vector machine (SVM) classifiers, to yield improved solutions. All the fuzzy clustering...
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