Table 4 Performance comparison on the LIVE2 database when a certain distortion type is missing
From: Blind image quality assessment via probabilistic latent semantic analysis
Metrics | Distortion type | JPEG2000 | JPEG | GBLUR | WN | FASTFADING |
|---|---|---|---|---|---|---|
SROCC | NO-JPEG2000 | 0.851 | 0.900 | 0.856 | 0.744 | 0.786 |
NO-JPEG | 0.876 | 0.475 | 0.866 | 0.754 | 0.776 | |
NO-WN | 0.881 | 0.931 | 0.862 | 0.001 | 0.725 | |
NO-GBLUR | 0.860 | 0.886 | 0.853 | 0.730 | 0.793 | |
NO-FASTFADING | 0.862 | 0.875 | 0.867 | 0.747 | 0.800 | |
LCC | NO-JPEG2000 | 0.867 | 0.917 | 0.884 | 0.833 | 0.869 |
NO-JPEG | 0.892 | 0.597 | 0.866 | 0.843 | 0.856 | |
NO-WN | 0.895 | 0.926 | 0.874 | 0.324 | 0.817 | |
NO-GBLUR | 0.900 | 0.922 | 0.858 | 0.817 | 0.872 | |
NO-FASTFADING | 0.891 | 0.906 | 0.887 | 0.823 | 0.820 |