Table 1.
Quantitative performance comparison of PL-LN and SDPL-LN.
| IQA Metrics | PL-LN | SDPL-LN | |||
|---|---|---|---|---|---|
| GR | SD | PS | |||
|
= 40 = 0.1 |
PSNR(dB) | 13.943 | 15.569 | 15.621 | 14.999 |
| SSIM | 0.821 | 0.872 | 0.874 | 0.854 | |
| VIF | 0.404 | 0.540 | 0.547 | 0.531 | |
| MAE | 0.090 | 0.068 | 0.068 | 0.071 | |
| RMSE | 0.201 | 0.167 | 0.166 | 0.178 | |
| MPE | 36.651 | 30.396 | 30.216 | 32.459 | |
|
= 40 = 0.03 |
PSNR(dB) | 15.475 | 17.133 | 17.232 | 16.856 |
| SSIM | 0.869 | 0.910 | 0.912 | 0.905 | |
| VIF | 0.539 | 0.675 | 0.688 | 0.672 | |
| MAE | 0.069 | 0.051 | 0.050 | 0.052 | |
| RMSE | 0.168 | 0.139 | 0.138 | 0.144 | |
| MPE | 30.728 | 25.387 | 25.101 | 26.210 | |
|
= 20 = 0.15 |
PSNR(dB) | 14.659 | 16.186 | 16.222 | 15.756 |
| SSIM | 0.843 | 0.887 | 0.887 | 0.876 | |
| VIF | 0.474 | 0.593 | 0.598 | 0.590 | |
| MAE | 0.079 | 0.061 | 0.061 | 0.063 | |
| RMSE | 0.185 | 0.155 | 0.155 | 0.163 | |
| MPE | 33.754 | 28.311 | 28.194 | 29.748 | |
|
= 20 = 0.05 |
PSNR(dB) | 16.001 | 17.543 | 17.601 | 17.151 |
| SSIM | 0.882 | 0.919 | 0.920 | 0.913 | |
| VIF | 0.587 | 0.720 | 0.730 | 0.706 | |
| MAE | 0.063 | 0.047 | 0.046 | 0.050 | |
| RMSE | 0.159 | 0.133 | 0.132 | 0.139 | |
| MPE | 28.922 | 24.217 | 24.056 | 25.335 | |