Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images

Using a stochastic framework, we propose two algorithms for the problem of obtaining a single high-resolution image from multiple noisy, blurred, and undersampled images. The first is based on a Bayesian formulation that is implemented via the expectation maximization algorithm. The second is based...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1997. - 15(2006), 1 vom: 19. Jan., Seite 201-13
Auteur principal: Woods, Nathan A (Auteur)
Autres auteurs: Galatsanos, Nikolas P, Katsaggelos, Aggelos K
Format: Article
Langue:English
Publié: 2006
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article