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Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators

In recent years, large convolutional neural networks have been widely used as tools for image deblurring, because of their ability in restoring images very precisely. It is well known that image deblurring is mathematically modeled as an ill-posed inverse problem and its solution is difficult to app...

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Detalles Bibliográficos
Autores principales: Evangelista, Davide, Morotti, Elena, Piccolomini, Elena Loli, Nagy, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381581/
https://www.ncbi.nlm.nih.gov/pubmed/37504810
http://dx.doi.org/10.3390/jimaging9070133