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Fast and simple super-resolution with single images

We present a fast and simple algorithm for super-resolution with single images. It is based on penalized least squares regression and exploits the tensor structure of two-dimensional convolution. A ridge penalty and a difference penalty are combined; the former removes singularities, while the latte...

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Detalles Bibliográficos
Autores principales: Eilers, Paul H. C., Ruckebusch, Cyril
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9253020/
https://www.ncbi.nlm.nih.gov/pubmed/35787655
http://dx.doi.org/10.1038/s41598-022-14874-8