Image Deblurring on Standard Images Scenario 1 (test)
9.08ISNR (cameraman)IRCNN
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IRCNNAlgorithm/Framework=IRCNN, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 9.08 | 89.4 | 9.69 | 88.4 | 10.83 | 92.3 | 8.06 | 90.6 | 7.54 | 89.8 | 7.71 | 86.7 | 5.88 | 84.7 | 7.64 | 88.2 | 8.3 | 88.8 | |
| IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 9.08 | 89.7 | 9.93 | 89.2 | 10.97 | 92.6 | 8.24 | 91.1 | 6.89 | 89.5 | 7.81 | 87.3 | 6.04 | 85.9 | 7.75 | 89 | 8.34 | 89.3 | |
| Auto-tuned IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Auto-tuned2017.10 | 9.07 | 89.7 | 9.92 | 89.2 | 10.97 | 92.6 | 8.25 | 91.1 | 6.84 | 89.4 | 7.81 | 87.3 | 6.04 | 85.9 | 7.75 | 89 | 8.33 | 89.3 | |
| IDD-BM3DAlgorithm/Framework=IDD, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 8.86 | 88.6 | 9.95 | 89.1 | 10.46 | 91.8 | 7.97 | 90.2 | 7.64 | 89.7 | 7.68 | 87 | 6.03 | 85.9 | 7.61 | 88.9 | 8.28 | 88.9 | |
| IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 8.51 | 89.3 | 9.82 | 89.1 | 10.07 | 92 | 7.92 | 90.9 | 7.9 | 90.6 | 7.54 | 87.1 | 5.9 | 85.4 | 7.34 | 88.5 | 8.13 | 89.1 | |
| Auto-tuned IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Auto-tuned2017.10 | 8.4 | 89 | 9.83 | 89 | 10.06 | 92 | 8.02 | 91 | 7.59 | 90.1 | 7.61 | 87 | 5.9 | 85.2 | 7.46 | 88.5 | 8.11 | 89 | |
| P&P-BM3DAlgorithm/Framework=P&P, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 8.03 | 88.3 | 9.74 | 89 | 10.02 | 92.1 | 8.02 | 90.9 | 6.84 | 89 | 7.48 | 87 | 5.78 | 85.5 | 7.34 | 88.6 | 7.91 | 88.8 |