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. 2023 Jun 21;23(13):5783. doi: 10.3390/s23135783

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