Learned Reconstruction Methods With Convergence Guarantees: A survey of concepts and applications

In recent years, deep learning has achieved remarkable empirical success for image reconstruction. This has catalyzed an ongoing quest for the precise characterization of the correctness and reliability of data-driven methods in critical use cases, for instance, in medical imaging. Notwithstanding t...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola‐Bibiane Schönlieb
स्वरूप: Artigo
भाषा:अंग्रेज़ी
प्रकाशित: 2023
ऑनलाइन पहुंच:https://doi.org/10.1109/msp.2022.3207451
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