Image segmentation with a unified graphical model

We propose a unified graphical model that can represent both the causal and noncausal relationships among random variables and apply it to the image segmentation problem. Specifically, we first propose to employ Conditional Random Field (CRF) to model the spatial relationships among image superpixel...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 32(2010), 8 vom: 18. Aug., Seite 1406-25
Auteur principal: Zhang, Lei (Auteur)
Autres auteurs: Ji, Qiang
Format: Article en ligne
Langue:English
Publié: 2010
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.