Approximate Nearest Neighbor Search by Residual Vector Quantization

A recently proposed product quantization method is efficient for large scale approximate nearest neighbor search, however, its performance on unstructured vectors is limited. This paper introduces residual vector quantization based approaches that are appropriate for unstructured vectors. Database v...

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Bibliographic Details
Main Authors: Chen, Yongjian, Guan, Tao, Wang, Cheng
Format: Online
Language:English
Published: Molecular Diversity Preservation International (MDPI) 2010
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231071/