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Lost in binarization
2011
Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11
With the proliferation of images on the Web, fast search of visually similar images has attracted significant attention. State-of-the-art techniques often embed high-dimensional visual features into low-dimensional Hamming space, where search can be performed in real-time based on Hamming distance of compact binary codes. Unlike traditional metrics (e.g., Euclidean) of raw image features that produce continuous distance, the Hamming distances are discrete integer values. In practice, there are
doi:10.1145/1991996.1992012
dblp:conf/mir/JiangWC11
fatcat:bq57s2pvgjgklac5vhea7q7qgi