How to generate an image with certain clusters using K means clustering in CIE a*b domain?

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Hello, I am working on building detection from aerial images using Image Processing in MATLAB.
I am doing an image segmentation based on the local homogeneity of image. I want to apply K means clustering in CIE a*b domain with some clusters on the anistropic diffused image for color quantization and generate the image for further processing. My RGB image is of 877 X 454 dimension. How do i do that ?
Thanks

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Image Analyst
Image Analyst 2014-7-2

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