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A comprehensive review of deep learning-based single image super-resolution

Image super-resolution (SR) is one of the vital image processing methods that improve the resolution of an image in the field of computer vision. In the last two decades, significant progress has been made in the field of super-resolution, especially by utilizing deep learning methods. This survey i...

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Bibliographische Detailangaben
Veröffentlicht in:PeerJ Comput Sci
Hauptverfasser: Bashir, Syed Muhammad Arsalan, Wang, Yi, Khan, Mahrukh, Niu, Yilong
Format: Artigo
Sprache:Inglês
Veröffentlicht: PeerJ Inc. 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8293932/
https://ncbi.nlm.nih.gov/pubmed/34322592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.621
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