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This paper proposes a two-pass clustering algorithm with a combination of the linear assignment and fuzzy C-means methods (FCM) for polarimetric SAR (PolSAR) image segmentation. To avoid the inconsistency of clustering results from the fuzzy C-means method with random initialization, the linear assignment method with the least similar cluster representatives is applied first to generate initial clusters,...
The content-based image retrieval (CBIR) system aims at searching and browsing the large image digital libraries based on automatically derived imagery features. This paper introduces two algorithms based on the normalized cut for images clustering. We extract the color and texture features for computing the distance between the images, and take advantage of the bipartition method and minimum spanning...
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