I have segmented medical image using K Means and have to extract features of the segmented part.
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Use regionprops to get many or most of the features you may need. See my image segmentation tutorial http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A31862 for a demo.
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