Research on the Improvement of Image Super Resolution Reconstruction Algorithm Based on AWSRN Model
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Jun 16, 2025
About this article
Published Online: Jun 16, 2025
Page range: 43 - 52
DOI: https://doi.org/10.2478/ijanmc-2025-0015
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© 2025 Bin Dong et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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QUANTITATIVE COMPARISON ON A SCALE FACTOR OF 8
| Scale | Model | B100 PSNR/SSIM | Urban100 PSNR/SSIM |
|---|---|---|---|
| AWSRN | 24.80/0.5967 | 22.45/0.6174 | |
| Improved AWSRN | 25.32/0.6214 | 23.18/0.6438 |
QUANTITATIVE COMPARISON ON A SCALE FACTOR OF 4
| Scale | Model | B100 PSNR/SSIM | Urban100 PSNR/SSIM |
|---|---|---|---|
| AWSRN | 27.64/0.7385 | 26.29/0.7930 | |
| Improved AWSRN | 28.47/0.7592 | 27.35/0.8169 |