Table 1 Performance of the proposed PIH-IQA and the other competing models
From: No-reference image quality assessment based on quality patches in real time
IQA model | LIVE 2 | ||
|---|---|---|---|
PCC | SRC | RMSE | |
PSNR | 0.876 | 0.872 | 13.36 |
IFC | 0.926 | 0.927 | 10.26 |
MS-SSIM | 0951 | 0.949 | 8.619 |
SSIM | 0.948 | 0.945 | 8.95 |
VIF | 0.964 | 0.960 | 7.61 |
LBIQ | – | 0.890 | – |
SRNSS | 0.886 | 0.876 | 10.729 |
QAC | 0.861 | 0.886 | – |
NSS-GS | 0.926 | 0.930 | 5.131 |
BLINDS | 0.680 | 0.663 | 20.010 |
BLINDS-II | 0.923 | 0.920 | – |
GMLOG | 0.951 | 0.950 | 8.829 |
CORNIA | 0.939 | 0.942 | 9.920 |
PATCHIQ | 0.956 | 0.954 | 8.149 |
PIH-IQA | 0.949 | 0.996 | 5.917 |