I went through the following paper:
http://research.microsoft.com/pubs/68706/cvpr1.pdf
which is about color co-occurrence histogram for object recognition. It has the advantage of adding spacial information comparing to the color histograms.
I didnt understand how to effectively implement it.
Does anybody knows where can I get the code for this or some guides to implement it using matlab?