Image Deblurring on NCSR image set (Gaussian kernel, sigma=sqrt(2))
31.73Score (Butterfly)P^3-TNRD
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P^3-TNRDDenoising Engine=TNRD2016.11 | 31.73 | 31.67 | 28.08 | 33.95 | 33.43 | 31.52 | 27.11 | 32.71 | 30.94 | 32.18 | 31.33 | |
| RED: ADMM-TNRDOptimization Scheme=ADMM, Denoising Engine=TNRD2016.11 | 31.66 | 31.55 | 28.31 | 33.73 | 33.33 | 31.4 | 26.76 | 32.49 | 30.48 | 31.93 | 31.16 | |
| RED: FP-TNRDOptimization Scheme=Fixed-Point (FP), Denoising Engine=TNRD2016.11 | 31.66 | 31.55 | 28.38 | 33.74 | 33.33 | 31.39 | 26.76 | 32.49 | 30.51 | 31.93 | 31.17 | |
| RED: SD-TNRDOptimization Scheme=Steepest-Descent (SD), Denoising Engine=TNRD2016.11 | 31.57 | 31.53 | 28.31 | 33.71 | 33.19 | 31.47 | 26.62 | 32.46 | 29.98 | 31.95 | 31.08 | |
| NCSR2016.11 | 30.84 | 31.49 | 28.34 | 33.63 | 33.39 | 31.26 | 27.91 | 32.27 | 30.16 | 31.57 | 31.09 | |
| IDD-BM3D2016.11 | 30.73 | 31.68 | 28.17 | 34.08 | 32.89 | 31.45 | 27.19 | 31.66 | 29.99 | 31.4 | 30.92 | |
| Total Variation2016.11 | 30.36 | 29.36 | 26.81 | 31.5 | 31.23 | 29.47 | 25.03 | 29.65 | 29.42 | 29.36 | 29.22 | |
| ASDS-Reg2016.11 | 29.83 | 30.27 | 27.29 | 31.87 | 32.93 | 30.36 | 27.05 | 31.91 | 28.95 | 30.62 | 30.11 | |
| RED: SD-Median FilterOptimization Scheme=Steepest-Descent (SD), Denoising Engine=Median Filter2016.11 | 29.02 | 30.01 | 26.45 | 31.59 | 31.32 | 30 | 25.02 | 30.29 | 28.53 | 28.69 | 29.09 |