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Multi-resolution convolutional neural networks for inverse problems

Inverse problems in image processing, phase imaging, and computer vision often share the same structure of mapping input image(s) to output image(s) but are usually solved by different application-specific algorithms. Deep convolutional neural networks have shown great potential for highly variable...

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Detalles Bibliográficos
Autores principales: Wang, Feng, Eljarrat, Alberto, Müller, Johannes, Henninen, Trond R., Erni, Rolf, Koch, Christoph T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7109091/
https://www.ncbi.nlm.nih.gov/pubmed/32235861
http://dx.doi.org/10.1038/s41598-020-62484-z