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Sparse Isotropic Hashing

Published in IPSJ Transactions on Computer Vision and Applications • Jan 1, 2013
NobleIDNI8P01W30R58S68
Authors:
Ikuro Sato
,
Mitsuru Ambai
,
Koichiro Suzuki

Abstract

This paper address the problem of binary coding of real vectors for efficient similarity computations. It has been argued that orthogonal transformation of center-subtracted vectors followed by sign function produces binary codes which well preserve similarities in the original space, especially whe...

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