A novel clustering method can be very good for the image segmentation context.

Packet : 55593366clustering.rar filelist
clustering\checkSizes.m
clustering\colmax.m
clustering\colmean.m
clustering\colmin.m
clustering\colstd.m
clustering\colsum.m
clustering\em.m
clustering\emi.m
clustering\gauss.m
clustering\initClusters.m
clustering\kmeans.m
clustering\makeClusters.m
clustering\RUNME.m
clustering\showClusters.m
clustering

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