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I believe this may not be the correct choice since the idea of using binary features is that hamming distance can be performed, instead of euclidean, much faster using integers (XOR operations). I also would like to try the HierarchicalClustering based matcher in OpenCV for integer descriptors and don't know how to proceed with this error. I believe this error may indicate some problem in OpenCV.