ITE Transactions on Media Technology and Applications
Online ISSN : 2186-7364
Special Section on Invited Papers of Media Technology and Applications
[Invited Paper] A Survey of Product Quantization
Yusuke MatsuiYusuke UchidaHervé JégouShin'ichi Satoh
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Volume 6 (2018) Issue 1 Pages 2-10

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Abstract

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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© 2018 The Institute of Image Information and Television Engineers
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