Hidden conditional random fields

We present a discriminative latent variable model for classification problems in structured domains where inputs can be represented by a graph of local observations. A hidden-state Conditional Random Field framework learns a set of latent variables conditioned on local features. Observations need no...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 29(2007), 10 vom: 15. Okt., Seite 1848-53
Auteur principal: Quattoni, Ariadna (Auteur)
Autres auteurs: Wang, Sybor, Morency, Louis-Philippe, Collins, Michael, Darrell, Trevor
Format: Article
Langue:English
Publié: 2007
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article