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A vector matching processor with memory bandwidth optimizations is proposed to achieve real-time matching of 128 dimensional SIFT features extracted from VGA video. The main bottleneck of feature-vector matching is the off-chip database access. We employ the locality sensitive hashing (LSH) algorithm which reduces the number of database comparisons required to match each query. In addition, database...
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