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Momentum-Net: Fast and convergent iterative neural network for inverse problems

Iterative neural networks (INN) are rapidly gaining attention for solving inverse problems in imaging, image processing, and computer vision. INNs combine regression NNs and an iterative model-based image reconstruction (MBIR) algorithm, often leading to both good generalization capability and outpe...

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Podrobná bibliografie
Vydáno v:IEEE Trans Pattern Anal Mach Intell
Hlavní autoři: Chun, Il Yong, Huang, Zhengyu, Lim, Hongki, Fessler, Jeffrey A.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8011286/
https://ncbi.nlm.nih.gov/pubmed/32750839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2020.3012955
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