Accurate image search using the contextual dissimilarity measure

This paper introduces the contextual dissimilarity measure, which significantly improves the accuracy of bag-of-features-based image search. Our measure takes into account the local distribution of the vectors and iteratively estimates distance update terms in the spirit of Sinkhorn's scaling a...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 32(2010), 1 vom: 08. Jan., Seite 2-11
Auteur principal: Jegou, Hervé (Auteur)
Autres auteurs: Schmid, Cordelia, Harzallah, Hedi, Verbeek, Jakob
Format: Article en ligne
Langue:English
Publié: 2010
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article