Super-Resolution on NCSR image set
27.37Butterfly ScoreRED: SD-TNRD
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RED: SD-TNRDScaling factor=3, Sigma (σ)=√2, Denoising Engine=TNRD, Optimization framework=RED, Optimization algorithm=SD (Steepest Descent)2016.11 | 27.37 | 28.23 | 32.08 | 26.54 | 29.43 | 27.98 | 24.04 | 30.36 | 31.79 | 28.65 | |
| RED: FP-TNRDScaling factor=3, Sigma (σ)=√2, Denoising Engine=TNRD, Optimization framework=RED, Optimization algorithm=FP (Fixed Point)2016.11 | 27.26 | 28.24 | 32.08 | 26.52 | 29.42 | 27.97 | 23.97 | 30.35 | 31.77 | 28.62 | |
| RED: ADMM-TNRDScaling factor=3, Sigma (σ)=√2, Denoising Engine=TNRD, Optimization framework=RED, Optimization algorithm=ADMM2016.11 | 27.22 | 28.24 | 32.08 | 26.51 | 29.41 | 27.97 | 23.96 | 30.35 | 31.77 | 28.61 | |
| P3-TNRDScaling factor=3, Sigma (σ)=√2, Denoising Engine=TNRD2016.11 | 27.13 | 28.23 | 32.08 | 26.5 | 29.65 | 27.95 | 24.04 | 30.3 | 31.78 | 28.63 | |
| NCSRScaling factor=3, Sigma (σ)=√22016.11 | 26.86 | 28.08 | 32.03 | 26.38 | 29.51 | 28.03 | 23.8 | 29.94 | 31.73 | 28.48 | |
| ASDS-RegScaling factor=3, Sigma (σ)=√22016.11 | 26.06 | 27.83 | 31.87 | 26.22 | 29.01 | 28.01 | 23.62 | 29.61 | 31.18 | 28.16 | |
| RED: SD-Median FilterScaling factor=3, Sigma (σ)=√2, Denoising Engine=Median Filter, Optimization framework=RED, Optimization algorithm=SD (Steepest Descent)2016.11 | 24.44 | 27.24 | 31.13 | 25.8 | 27.76 | 27.65 | 22.89 | 28.69 | 30.24 | 27.32 | |
| BicubicScaling factor=3, Sigma (σ)=√22016.11 | 20.74 | 24.74 | 29.61 | 24.04 | 25.43 | 26.2 | 20.75 | 27 | 27.62 | 25.13 |