An overview of video super-resolution algorithms
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.
| 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 | Institute of Physics Publishing Ltd (IOP Publishing Ltd) |
| Seiten | Art.-Nr.: 012051 |
| Serie | Journal of Physics: Conference Series ; 2025 |
| Nachgewiesen in | Scopus OpenAlex Dimensions |