Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search

CVPR, pp. 2009-2017, 2016.

Cited by: 10|Bibtex|Views27
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Abstract:

In this paper, we introduce a novel shortlist computation algorithm for approximate, high-dimensional nearest neighbor search. Our method relies on a novel distance estimator: the residual-aware distance estimator, that accounts for the residual distances of data points to their re-spective quantized centroids, and uses it for accurate sh...More

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