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Have you tried the Fast Retina Keypoint (FREAK) descriptor instead of BRISK? It is newer, partly based on BRISK and has some benefits, such as lower memory usage and faster descriptor calculation. You can read the details of the descriptor in this paper. It is implemented in OpenCV, so it should be simple to replace BRISK by FREAK.
