Toward Bridging the Simulated-to-Real Gap : Benchmarking Super-Resolution on Real Data
Capturing ground truth data to benchmark super-resolution (SR) is challenging. Therefore, current quantitative studies are mainly evaluated on simulated data artificially sampled from ground truth images. We argue that such evaluations overestimate the actual performance of SR methods compared to th...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 11 vom: 01. Nov., Seite 2944-2959
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| 1. Verfasser: |
Kohler, Thomas
(VerfasserIn) |
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| Weitere Verfasser: |
Batz, Michel,
Naderi, Farzad,
Kaup, Andre,
Maier, Andreas,
Riess, Christian |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2020
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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