Untrained Neural Network Priors for Inverse Imaging Problems : A Survey

In recent years, advancements in machine learning (ML) techniques, in particular, deep learning (DL) methods have gained a lot of momentum in solving inverse imaging problems, often surpassing the performance provided by hand-crafted approaches. Traditionally, analytical methods have been used to so...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 19. Mai, Seite 6511-6536
1. Verfasser: Qayyum, Adnan (VerfasserIn)
Weitere Verfasser: Ilahi, Inaam, Shamshad, Fahad, Boussaid, Farid, Bennamoun, Mohammed, Qadir, Junaid
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article