Table 2.
Quantitative performance comparison of PL-HB and SDPL-HB.
| IQA Metrics | PL-HB | SDPL-HB | |||
|---|---|---|---|---|---|
| GR | SD | PS | |||
|
λ = 20 σ = 0.06 |
PSNR(dB) | 13.857 | 15.798 | 16.239 | 15.421 |
| MSSIM | 0.823 | 0.880 | 0.889 | 0.868 | |
| VIF | 0.401 | 0.574 | 0.611 | 0.567 | |
| MAE | 0.091 | 0.064 | 0.059 | 0.065 | |
| RMSE | 0.203 | 0.162 | 0.154 | 0.169 | |
| MPE | 37.018 | 29.605 | 28.142 | 30.920 | |
|
λ = 20 σ = 0.03 |
PSNR(dB) | 15.838 | 17.277 | 17.353 | 17.134 |
| SSIM | 0.880 | 0.914 | 0.916 | 0.912 | |
| VIF | 0.569 | 0.697 | 0.710 | 0.691 | |
| MAE | 0.064 | 0.049 | 0.049 | 0.050 | |
| RMSE | 0.162 | 0.137 | 0.136 | 0.139 | |
| MPE | 29.469 | 24.971 | 24.755 | 25.386 | |
|
λ = 10 σ = 0.1 |
PSNR(dB) | 14.387 | 16.176 | 16.149 | 15.974 |
| SSIM | 0.837 | 0.888 | 0.887 | 0.883 | |
| VIF | 0.450 | 0.606 | 0.607 | 0.615 | |
| MAE | 0.083 | 0.059 | 0.059 | 0.059 | |
| RMSE | 0.191 | 0.155 | 0.156 | 0.159 | |
| MPE | 34.826 | 28.346 | 28.434 | 29.011 | |
|
λ = 10 σ = 0.05 |
PSNR(dB) | 15.564 | 17.086 | 17.086 | 16.938 |
| SSIM | 0.872 | 0.909 | 0.909 | 0.908 | |
| VIF | 0.550 | 0.684 | 0.689 | 0.688 | |
| MAE | 0.067 | 0.050 | 0.050 | 0.051 | |
| RMSE | 0.167 | 0.140 | 0.140 | 0.142 | |
| MPE | 30.412 | 25.526 | 25.527 | 25.963 | |