From: Group-based single image super-resolution with online dictionary learning
Noise level | Bi-cubic | Yang et al. [20] | Glasner et al. [15] | ASDS [13] | Proposed | |
---|---|---|---|---|---|---|
σ ν =0 | PSNR | 28.93 | 31.21 | 30.19 | 3 4.0 5 | 32.92 |
SSIM | 0.911 | 0.926 | 0.939 | 0.945 | 0.9 4 9 | |
FSIM | 0.917 | 0.948 | 0.938 | 0.9 5 9 | 0.957 | |
σ ν =1 | PSNR | 28.92 | 31.13 | 30.17 | 31.34 | 3 2.9 2 |
SSIM | 0.910 | 0.918 | 0.935 | 0.908 | 0.9 4 7 | |
FSIM | 0.917 | 0.945 | 0.937 | 0.934 | 0.9 5 6 | |
σ ν =3 | PSNR | 28.83 | 30.49 | 29.94 | 31.24 | 3 2.6 7 |
SSIM | 0.897 | 0.863 | 0.908 | 0.907 | 0.9 3 4 | |
FSIM | 0.913 | 0.918 | 0.925 | 0.936 | 0.9 5 2 | |
σ ν =5 | PSNR | 28.66 | 29.41 | 29.46 | 30.96 | 3 2.1 8 |
SSIM | 0.875 | 0.779 | 0.860 | 0.896 | 0.9 1 1 | |
FSIM | 0.904 | 0.872 | 0.901 | 0.934 | 0.9 4 1 |