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On Learned Operator Correction in Inverse Problems*

We discuss the possibility of learning a data-driven explicit model correction for inverse problems and whether such a model correction can be used within a variational framework to obtain regularized reconstructions. This paper discusses the conceptual difficulty of learning such a forward model co...

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Detalhes bibliográficos
Publicado no:SIAM J Imaging Sci
Main Authors: Lunz, Sebastian, Hauptmann, Andreas, Tarvainen, Tanja, Schönlieb, Carola-Bibiane, Arridge, Simon
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7617273/
https://ncbi.nlm.nih.gov/pubmed/39741577
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/20M1338460
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