Clustering of an image by taking into account the spatial context of each pixel (besides its intensity)

Hakim Benoudjit h.benoudjit at
Fri Nov 20 08:20:15 EST 2015


Is there a clustering algorithm implemented in *scikit-image *that perform 
the image clustering by taking into account the *spatial context *of the 
clustered pixel (its neighbourhood), besides its *pixel brightness*?

For the time being, I'm clustering images by reshaping them as vectors of 
pixels intensities distributions, and then performing the *K-means *or *Gaussian 
mixture models* implemented in *scikit-learn*. But, I'm looking for a image 
clustering technique implemented (or could be implemented) in *scikit-image 
*that would consider the neighbourhood of a pixel when classifying it.

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