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Interesting. I recently made a small MEX interface for FREAK computation to simplify my frameworks that are mostly in MATLAB. I noticed a strange thing, when I plot a histogram of Hamming distances for FREAKs of two images, I get a nice Gaussian. Is there something wrong with the descriptor? Is it normal since I fear that my binary descriptors are just rubbish. I will post soon the code on my blog blog