Research Article
Hierarchical Feature Extraction Assisted with Visual Saliency for Image Quality Assessment
Table 5
Performance comparison on CSIQ database.
| ā | ā | SSIM | VIF | MAD | VSI | GMSD | IFS | MCSD | LCSIM | GLD | LLM | Our |
| CSIQ | PLCC | 0.8613 | 0.9277 | 0.9502 | 0.9279 | 0.9543 | 0.9576 | 0.9560 | 0.9704 | 0.9515 | 0.9000 | 0.9704 | SROCC | 0.8756 | 0.9195 | 0.9466 | 0.9423 | 0.9571 | 0.9581 | 0.9592 | 0.9624 | 0.9549 | 0.9050 | 0.9673 | KROCC | 0.6907 | 0.7393 | 0.7970 | 0.7857 | 0.8122 | 0.8158 | 0.8171 | 0.8323 | 0.8108 | 0.7238 | 0.8425 | RMSE | 0.1334 | 0.0980 | 0.0818 | 0.0979 | 0.0791 | 0.0757 | 0.0770 | 0.0634 | 0.0810 | 0.1232 | 0.0630 |
|
|