A comparison of dense region detectors for image search and fine-grained classification

We consider a pipeline for image classification or search based on coding approaches like bag of words or Fisher vectors. In this context, the most common approach is to extract the image patches regularly in a dense manner on several scales. This paper proposes and evaluates alternative choices to...

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Détails bibliographiques
Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 24(2015), 8 vom: 10. Aug., Seite 2369-81
Auteur principal: Iscen, Ahmet (Auteur)
Autres auteurs: Tolias, Giorgos, Gosselin, Philippe-Henri, Jegou, Herve
Format: Article en ligne
Langue:English
Publié: 2015
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article Research Support, Non-U.S. Gov't