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An overview of video super-resolution algorithms

Liu, C.; Gang, R.; Li, J.; Fang, J.; Yu, Haodong

Abstract:
We investigate some excellent algorithms in the field of video space super-resolution based on artificial intelligence, structurally analyze the network structure of the algorithm and the commonly used loss functions. We also analyze the characteristics of algorithms in the new field of video space-time super-resolution. This work helps researchers to deeply understand the video super-resolution technology based on artificial intelligence.


Verlagsausgabe §
DOI: 10.5445/IR/1000139918
Veröffentlicht am 10.11.2021
Originalveröffentlichung
DOI: 10.1088/1742-6596/2025/1/012051
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Regelungs- und Steuerungssysteme (IRS)
Publikationstyp Proceedingsbeitrag
Publikationsjahr 2021
Sprache Englisch
Identifikator ISSN: 1742-6588
KITopen-ID: 1000139918
Erschienen in 2021 3rd International Conference on Artificial Intelligence and Computer Science (AICS 2021): 29-31 July 2021, Beijing, China. Ed.: S. Coleman
Veranstaltung 3rd International Conference on Artificial Intelligence and Computer Science (2021), Online, 29.07.2021 – 31.07.2021
Verlag IOP Publishing
Seiten Art.-Nr.: 012051
Serie Journal of Physics: Conference Series ; 2025
Nachgewiesen in Scopus
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