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2014-06-30 04:33:51 -0500 answered a question BRISK doesn't work properly?

I also use mexOpenCV in matlab. I noticed that binary descriptors return 32 uchars (integers up to 255). Since binary descriptors are binary (!!), you should convert each integer value to 8 binary values, resulting in a larger vector (initial_size*8). Then you can use the hamming matcher to get your matches. That should do the trick!