A Survey Of Product Quantization

ITE TRANSACTIONS ON MEDIA TECHNOLOGY AND APPLICATIONS(2018)

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摘要
Product Quantization (PQ) search and its derivatives are popular and successful methods for large-scale approximated nearest neighbor search. In this paper, we review the fundamental algorithm of this class of algorithms and provide executable sample codes. We then provide a comprehensive survey of the recent PQ-based methods.
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关键词
Product quantization, approximate nearest neighbor search, survey
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