Binary Codes Pdf 194755 | Raginsky Lazebnik Nips09

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File: Binary Codes Pdf 194755 | Raginsky Lazebnik Nips09

Locality-Sensitive Binary Codes fromShift-InvariantKernels MaximRaginsky Svetlana Lazebnik DukeUniversity UNCChapelHill Durham,NC27708 Chapel Hill, NC 27599 m.raginsky@duke.edu lazebnik@cs.unc.edu Abstract This paper addresses the problem of designing binary ...

Filetype PDF | Posted on 06 Feb 2023 | 2 years ago

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...Locality sensitive binary codes fromshift invariantkernels maximraginsky svetlana lazebnik dukeuniversity uncchapelhill durham nc chapel hill m raginsky duke edu cs unc abstract this paper addresses the problem of designing for high dimensional data such that vectors are similar in original space map to bi nary strings we introduce a simple distribution free encoding scheme based on random projections expected hamming distance between two is related value shift invariant kernel e g gaussian betweenthe present full theoreticalanalysis convergencepropertiesoftheproposedscheme andreportfavorableexperimental performanceas comparedto recent state art method spectral hashing introduction recently there has been lot interest compact reducing storage requirements and accelerating search retrieval large collections vector desirable property coding schemes they should points i with low hammingdistances can be computed very efciently hardware resulting fast given query even brute force database c...

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Category: Uncategorized / Uncategorized
Posted on: 06 Feb 2023 | 2 years ago
Tag: download pdf, raginsky, lazebnik, nips09,
Filetype: PDF
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