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Irregular to regular sampling, denoising and deconvolution

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dc.contributor.author Facciolo Furlan, Gabriele
dc.contributor.author Almansa, Andrés
dc.contributor.author Aujol, Jean-François
dc.contributor.author Caselles, Vicente
dc.date.accessioned 2011-07-12T07:03:33Z
dc.date.available 2011-07-12T07:03:33Z
dc.date.issued 2009
dc.identifier.citation Facciolo G, Almansa A, Aujol JF, Caselles V. Irregular to regular sampling, denoising, and deconvolution. Multiscale Model Simul. 2009; 7(4): 1574-1608. DOI 10.1137/080719443
dc.identifier.issn 1540-3459
dc.identifier.uri http://hdl.handle.net/10230/12401
dc.description.abstract We propose a restoration algorithm for band limited images that considers irregular/n(perturbed) sampling, denoising, and deconvolution. We explore the application of a family of/nregularizers that allow to control the spectral behavior of the solution combined with the irregular to/nregular sampling algorithms proposed by H.G. Feichtinger, K. Gr¨ochenig, M. Rauth and T. Strohmer./nMoreover, the constraints given by the image acquisition model are incorporated as a set of local/nconstraints. And the analysis of such constraints leads to an early stopping rule meant to improve/nthe speed of the algorithm. Finally we present experiments focused on the restoration of satellite images, where the micro-vibrations are responsible of the type of distortions we are considering here. We will compare results of the proposed method with previous methods and show an extension to/nzoom.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher SIAM (Society for Industrial and Applied Mathematics)
dc.relation.ispartof Multiscale Modeling & Simulation. 2009; 7(4): 1574-1608
dc.rights © Society for Industrial and Applied Mathematics
dc.subject.other Imatges -- Anàlisi -- Models matemàtics
dc.subject.other Imatges -- Processament -- Matemàtica
dc.title Irregular to regular sampling, denoising and deconvolution
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1137/080719443
dc.subject.keyword Total variation
dc.subject.keyword Variational methods
dc.subject.keyword Satellite images
dc.subject.keyword Images restoration
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/acceptedVersion


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