Scene classification using a hybrid generative/discriminative approach

We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail we are given a set of labelled images of scenes (e.g. coast, forest, city, river, etc) and our objective is to classify a new image into one...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 30(2008), 4 vom: 15. Apr., Seite 712-27
Auteur principal: Bosch, Anna (Auteur)
Autres auteurs: Zisserman, Andrew, Muñoz, Xavier
Format: Article en ligne
Langue:English
Publié: 2008
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't