Image Deblurring on Standard Images Scenario 3 (test)
10.55ISNR (cameraman)IDBP-CNN
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 10.55 | 89.6 | 11.91 | 89.4 | 12.33 | 92.5 | 9.05 | 90.4 | 6.07 | 85.6 | 9.63 | 87.4 | 7.49 | 85.6 | 9.91 | 89.7 | 9.62 | 88.8 | |
| Auto-tuned IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Auto-tuned2017.10 | 10.54 | 89.6 | 11.91 | 89.5 | 12.3 | 92.4 | 8.99 | 90.3 | 6.26 | 86.1 | 9.62 | 87.4 | 7.37 | 85.3 | 9.93 | 89.8 | 9.62 | 88.8 | |
| IDD-BM3DAlgorithm/Framework=IDD, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 10.45 | 89.5 | 12.89 | 92 | 12.06 | 92.2 | 8.91 | 90 | 6.05 | 84.7 | 9.77 | 88 | 7.78 | 86.8 | 10.06 | 90.6 | 9.75 | 89.2 | |
| IRCNNAlgorithm/Framework=IRCNN, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 10.3 | 88.7 | 11.58 | 88.6 | 12.03 | 92 | 8.88 | 89.9 | 5.92 | 84.1 | 9.36 | 86.4 | 7.22 | 84.1 | 9.48 | 88.3 | 9.35 | 87.8 | |
| IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 9.78 | 89.8 | 12.96 | 92.8 | 11.92 | 92.5 | 9.03 | 90.6 | 6.22 | 85.5 | 9.64 | 88 | 7.66 | 86.3 | 9.85 | 90.5 | 9.63 | 89.5 | |
| Auto-tuned IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Auto-tuned2017.10 | 9.67 | 89.5 | 12.96 | 92.7 | 11.9 | 92.5 | 9.07 | 90.6 | 6.01 | 84.8 | 9.74 | 87.9 | 7.67 | 86.2 | 9.98 | 90.4 | 9.63 | 89.3 | |
| P&P-BM3DAlgorithm/Framework=P&P, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 9.49 | 89.4 | 13.17 | 93 | 11.7 | 92.6 | 9.04 | 90.8 | 5.36 | 83 | 9.71 | 88.3 | 7.63 | 86.7 | 9.98 | 90.9 | 9.51 | 89.3 |