Multiple Kernel Learning for Visual Object Recognition : A Review

Multiple kernel learning (MKL) is a principled approach for selecting and combining kernels for a given recognition task. A number of studies have shown that MKL is a useful tool for object recognition, where each image is represented by multiple sets of features and MKL is applied to combine differ...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 36(2014), 7 vom: 01. Juli, Seite 1354-69
Auteur principal: Bucak, Serhat S (Auteur)
Autres auteurs: Rong Jin, Jain, Anil K
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, U.S. Gov't, Non-P.H.S. Review