Texture analysis and segmentation using modulation features, generative models, and weighted curve evolution

In this work we approach the analysis and segmentation of natural textured images by combining ideas from image analysis and probabilistic modeling. We rely on AM-FM texture models and specifically on the Dominant Component Analysis (DCA) paradigm for feature extraction. This method provides a low-d...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1998. - 31(2009), 1 vom: 25. Jan., Seite 142-57
Auteur principal: Kokkinos, Iasonas (Auteur)
Autres auteurs: Evangelopoulos, Georgios, Maragos, Petros
Format: Article en ligne
Langue:English
Publié: 2009
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't