Image Deblurring on Standard Test Images Scenario 4
4.29ISNR (Cameraman)IRCNN
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IRCNNAlgorithm/Framework=IRCNN, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 4.29 | 0.862 | 6.05 | 0.875 | 6.66 | 0.902 | 5.13 | 0.889 | 1.82 | 0.802 | 3.84 | 0.838 | 3.26 | 0.818 | 3.74 | 0.85 | 4.35 | 0.855 | |
| IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Manual2017.10 | 4.25 | 0.86 | 5.85 | 0.871 | 6.29 | 0.9 | 5.05 | 0.889 | 2.4 | 0.819 | 3.68 | 0.831 | 3.19 | 0.808 | 3.63 | 0.841 | 4.29 | 0.852 | |
| Auto-tuned IDBP-CNNAlgorithm/Framework=IDBP, Denoiser Prior=CNN, Parameter Tuning Method=Auto-tuned2017.10 | 4.2 | 0.858 | 5.85 | 0.87 | 6.28 | 0.899 | 5.04 | 0.888 | 2.31 | 0.816 | 3.67 | 0.829 | 3.17 | 0.805 | 3.59 | 0.839 | 4.26 | 0.851 | |
| IDD-BM3DAlgorithm/Framework=IDD, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 3.98 | 0.853 | 5.79 | 0.87 | 4.45 | 0.879 | 4.97 | 0.883 | 1.88 | 0.801 | 3.6 | 0.836 | 3.29 | 0.818 | 3.61 | 0.849 | 3.95 | 0.849 | |
| Auto-tuned IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Auto-tuned2017.10 | 3.65 | 0.848 | 5.42 | 0.863 | 4.36 | 0.877 | 4.94 | 0.888 | 2.72 | 0.83 | 3.52 | 0.834 | 3.15 | 0.811 | 3.41 | 0.844 | 3.9 | 0.849 | |
| IDBP-BM3DAlgorithm/Framework=IDBP, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 3.61 | 0.854 | 5.69 | 0.871 | 4.44 | 0.884 | 5.07 | 0.891 | 1.97 | 0.809 | 3.54 | 0.834 | 3.12 | 0.809 | 3.5 | 0.845 | 3.87 | 0.85 | |
| P&P-BM3DAlgorithm/Framework=P&P, Denoiser Prior=BM3D, Parameter Tuning Method=Manual2017.10 | 3.31 | 0.842 | 5.43 | 0.863 | 4.95 | 0.887 | 4.84 | 0.884 | 1.5 | 0.787 | 3.42 | 0.833 | 3.13 | 0.817 | 3.39 | 0.845 | 3.75 | 0.845 |