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Stable Recovery with Analysis Decomposable Priors

hal.structure.identifierEquipe Image - Laboratoire GREYC - UMR6072
dc.contributor.authorFADILI, Jalal M.
hal.structure.identifierCEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
dc.contributor.authorPEYRÉ, Gabriel
hal.structure.identifierCEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
dc.contributor.authorVAITER, Samuel
hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
dc.contributor.authorDELEDALLE, Charles-Alban
hal.structure.identifierLaboratoire Traitement et Communication de l'Information [LTCI]
dc.contributor.authorSALMON, Joseph
dc.date.accessioned2024-04-04T02:20:20Z
dc.date.available2024-04-04T02:20:20Z
dc.date.issued2013
dc.date.conference2013-07
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/189479
dc.description.abstractEnIn this paper, we investigate in a unified way the structural properties of solutions to inverse problems regularized by the generic class of semi-norms defined as a decomposable norm composed with a linear operator, the so-called analysis decomposable prior. This encompasses several well-known analysis-type regularizations such as the discrete total variation, analysis group-Lasso or the nuclear norm. Our main results establish sufficient conditions under which uniqueness and stability to a bounded noise of the regularized solution are guaranteed.
dc.language.isoen
dc.source.titleSPARS 2013
dc.title.enStable Recovery with Analysis Decomposable Priors
dc.typeCommunication dans un congrès
dc.subject.halInformatique [cs]/Traitement des images
bordeaux.page1 pp
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.conference.titleSPARS 2013
bordeaux.countryCH
bordeaux.title.proceedingSPARS 2013
bordeaux.conference.cityLausanne
bordeaux.peerReviewedoui
hal.identifierhal-00926727
hal.version1
hal.invitednon
hal.proceedingsoui
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-00926727v1
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