What are the advantages and drawbacks of binary descriptors?
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Binary image descriptors encode patch appearance using a compact binary string. ... To this end, binary image descriptors provide an attractive alternative to the widely used floating point ones such as SIFT and SURF as they offer similar recognition performance at much reduced storage and computational cost
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