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MODEL BASED IMAGE RECONSTRUCTION USING DEEP LEARNED PRIORS (MODL)

We introduce a model-based image reconstruction framework, where we use a deep convolution neural network (CNN) based regularization prior. We rely on a recursive algorithm, which alternates between a CNN based denoising step and enforcement of data consistency. Unrolling the recursive algorithm yie...

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Dettagli Bibliografici
Pubblicato in:Proc IEEE Int Symp Biomed Imaging
Autori principali: Aggarwal, Hemant Kumar, Mani, Merry P., Jacob, Mathews
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7876898/
https://ncbi.nlm.nih.gov/pubmed/33584973
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi.2018.8363663
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