Layered motion segmentation and depth ordering by tracking edges

This paper presents a new Bayesian framework for motion segmentation--dividing a frame from an image sequence into layers representing different moving objects--by tracking edges between frames. Edges are found using the Canny edge detector, and the Expectation-Maximization algorithm is then used to...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 26(2004), 4 vom: 25. Apr., Seite 479-94
Auteur principal: Smith, Paul (Auteur)
Autres auteurs: Drummond, Tom, Cipolla, Roberto
Format: Article
Langue:English
Publié: 2004
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Comparative Study Evaluation Study Journal Article Research Support, Non-U.S. Gov't Validation Study