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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Bibliographic Details
Main Authors: Eilers, P.H.C (Author), Ruckebusch, C. (Author)
Format: Article
Language:English
Published: Nature Research 2022
Subjects:
Online Access:View Fulltext in Publisher