Asymmetric distances for binary embeddings

In large-scale query-by-example retrieval, embedding image signatures in a binary space offers two benefits: data compression and search efficiency. While most embedding algorithms binarize both query and database signatures, it has been noted that this is not strictly a requirement. Indeed, asymmet...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 36(2014), 1 vom: 28. Jan., Seite 33-47
Auteur principal: Gordo, Albert (Auteur)
Autres auteurs: Perronnin, Florent, Gong, Yunchao, Lazebnik, Svetlana
Format: Article en ligne
Langue:English
Publié: 2014
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.