Research Article
[Retracted] Superresolution Reconstruction Method of Software Remote Sensing Image Based on Convolutional Neural Network
Table 2
PNSR and SSIM results on different methods in different data sets.
| Image | Scale | Bicubic | SRCNN | ESPCN | VDSR | Ours |
| Buildings | ×2 | 27.25/0.9192 | 29.11/0.9376 | 29.88/0.9397 | 31.05/0.9567 | 32.57/0.9664 | ×3 | 23.32/0.8293 | 24.85/0.8326 | 26.12/0.8606 | 26.52/0.8821 | 27.81/0.9095 | ×4 | 22.25/0.7716 | 23.11/0.7522 | 23.55/0.7537 | 22.72/0.7983 | 25.48/0.8274 | Denseresidential | ×2 | 27.89/0.9176 | 30.22/0.9349 | 30.70/0.9380 | 30.77/0.9456 | 32.54/0.9566 | ×3 | 23.61/0.8246 | 25.54/0.8403 | 26.86/0.8609 | 26.85/0.8759 | 28.33/0.9012 | ×4 | 22.91/0.7761 | 23.42/0.7247 | 24.68/0.7659 | 24.57/0.7862 | 25.64/0.8421 | Airplane | ×2 | 30.83/0.9547 | 32.17/0.9615 | 32.31/0.9617 | 31.93/0.9657 | 34.73/0.9740 | ×3 | 27.09/0.8732 | 27.98/0.8844 | 29.49/0.8978 | 30.16/0.9111 | 31.55/0.9248 | ×4 | 25.39/0.8323 | 26.05/0.8366 | 27.17/0.8456 | 27.64/0.8659 | 28.83/0.8852 |
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