Image Deblurring on BSD68
30.78PSNRProx-DRUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Prox-DRUNetBlur Kernel=Kernel 3, Noise level (sigma_w)=0.012025.08 | 30.78 | 92.8 | |
| MFoEBlur Kernel=Kernel 3, Noise level (sigma_w)=0.012025.08 | 30.65 | 92.6 | |
| Prox-DRUNetBlur Kernel=Kernel 2, Noise level (sigma_w)=0.012025.08 | 30.55 | 92.4 | |
| MFoEBlur Kernel=Kernel 2, Noise level (sigma_w)=0.012025.08 | 30.43 | 92.1 | |
| WCRRBlur Kernel=Kernel 3, Noise level (sigma_w)=0.012025.08 | 30.38 | 92.2 | |
| WCRRBlur Kernel=Kernel 2, Noise level (sigma_w)=0.012025.08 | 30.26 | 92 | |
| IDBP-CNN (1 DNN per scenario)Time=35s2017.10 | 30.15 | 85.5 | |
| IRCNN (~25 DNNs)Time=34s2017.10 | 30.12 | 85.1 | |
| Auto-tuned IDBP-CNN (1 DNN per scenario)Time=56s2017.10 | 30.11 | 85.3 | |
| IDD-BM3DTime=259s2017.10 | 29.96 | 84.9 | |
| Auto-tuned IDBP-BM3DTime=152s2017.10 | 29.83 | 84.9 | |
| IDBP-BM3DTime=54s2017.10 | 29.81 | 85.1 | |
| P&P-BM3DTime=85s2017.10 | 29.58 | 84.1 | |
| TVBlur Kernel=Kernel 3, Noise level (sigma_w)=0.012025.08 | 29.36 | 90.4 | |
| TVBlur Kernel=Kernel 2, Noise level (sigma_w)=0.012025.08 | 29.16 | 90.2 | |
| MFoEBlur Kernel=Kernel 1, Noise level (sigma_w)=0.012025.08 | 27.36 | 86 | |
| Prox-DRUNetBlur Kernel=Kernel 1, Noise level (sigma_w)=0.012025.08 | 27.34 | 85.9 | |
| WCRRBlur Kernel=Kernel 1, Noise level (sigma_w)=0.012025.08 | 27.25 | 85.9 | |
| Prox-DRUNetBlur Kernel=Kernel 2, Noise level (sigma_w)=0.032025.08 | 27.24 | 85.2 | |
| Prox-DRUNetBlur Kernel=Kernel 3, Noise level (sigma_w)=0.032025.08 | 27.15 | 84.8 | |
| MFoEBlur Kernel=Kernel 2, Noise level (sigma_w)=0.032025.08 | 27.14 | 84.8 | |
| MFoEBlur Kernel=Kernel 3, Noise level (sigma_w)=0.032025.08 | 27.04 | 84.4 | |
| WCRRBlur Kernel=Kernel 2, Noise level (sigma_w)=0.032025.08 | 26.88 | 83.8 | |
| WCRRBlur Kernel=Kernel 3, Noise level (sigma_w)=0.032025.08 | 26.75 | 83.3 | |
| TVBlur Kernel=Kernel 1, Noise level (sigma_w)=0.012025.08 | 26.74 | 84.6 | |
| MFoEBlur Kernel=Kernel 1, Noise level (sigma_w)=0.032025.08 | 26.18 | 81.9 | |
| Prox-DRUNetBlur Kernel=Kernel 1, Noise level (sigma_w)=0.032025.08 | 26.17 | 82 | |
| TVBlur Kernel=Kernel 2, Noise level (sigma_w)=0.032025.08 | 26.17 | 82 | |
| WCRRBlur Kernel=Kernel 1, Noise level (sigma_w)=0.032025.08 | 26.09 | 81.9 | |
| TVBlur Kernel=Kernel 3, Noise level (sigma_w)=0.032025.08 | 26.05 | 81.5 | |
| TVBlur Kernel=Kernel 1, Noise level (sigma_w)=0.032025.08 | 25.62 | 80.3 |