Image Deblurring on Standard Test Images Scenario 2
7.33ISNR (Cameraman)IRCNN
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IRCNNAlgorithm/Framework=IRCNN, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 7.33 | 86.7 | 8.63 | 87.6 | 9.09 | 90.1 | 6.79 | 88.8 | 4.68 | 84.1 | 6.11 | 83.6 | 4.62 | 81.3 | 6.06 | 85.1 | 6.66 | 85.9 | |
| IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 7.28 | 86.6 | 8.45 | 87.4 | 8.96 | 89.8 | 6.64 | 88.6 | 4.41 | 83.8 | 5.97 | 83.2 | 4.43 | 80.8 | 5.91 | 84.8 | 6.51 | 85.6 | |
| Auto-tuned IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Auto-tuned2017.10 | 7.23 | 86.4 | 8.53 | 87.4 | 9.04 | 90.1 | 6.71 | 88.7 | 4.01 | 82.9 | 6.04 | 83.4 | 4.52 | 81 | 5.97 | 84.9 | 6.51 | 85.6 | |
| IDD-BM3DAlgorithm/Framework=IDD, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 7.12 | 85.6 | 8.55 | 87.2 | 8.65 | 89.4 | 6.61 | 88.1 | 3.96 | 82.2 | 5.96 | 83.2 | 4.69 | 81.3 | 5.88 | 84.7 | 6.43 | 85.2 | |
| IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 6.61 | 85.8 | 8.15 | 86.3 | 7.97 | 89 | 6.58 | 88.8 | 3.94 | 83 | 5.87 | 83.5 | 4.61 | 81.2 | 5.71 | 84.6 | 6.18 | 85.3 | |
| Auto-tuned IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Auto-tuned2017.10 | 6.56 | 85.8 | 8.15 | 86.3 | 8 | 89.2 | 6.54 | 88.7 | 3.94 | 83 | 5.91 | 83.5 | 4.61 | 81.2 | 5.77 | 84.6 | 6.19 | 85.3 | |
| P&P-BM3DAlgorithm/Framework=P&P, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 6.06 | 84.2 | 8.2 | 86.6 | 8.15 | 89.4 | 6.49 | 88.3 | 2.72 | 78.8 | 5.65 | 82.8 | 4.46 | 80.9 | 5.56 | 84.1 | 5.91 | 84.4 |