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clustering image segmentation

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auto_mitch

auto_mitch

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I want to use binary segmantation for images with k-means and C-fuzzy algorithms using matlab.
i have already wrote the algorithms and they work well.
How can i convert the grayscale image into binary using the clustering data?
Can you help me.
 

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