From: Blind image quality assessment via probabilistic latent semantic analysis
SROCC | NIQE | ILNIQE | LQF | PROPOSED | LCC | NIQE | ILNIQE | LQF | PROPOSED |
---|---|---|---|---|---|---|---|---|---|
LIVE2 database | |||||||||
 JPEG2000 | 0.8851 | 0.8801 | 0.8265 | 0.8634 | JPEG2000 | 0.9081 | 0.9025 | 0.8529 | 0.8848 |
 JPEG | 0.8626 | 0.8627 | 0.7986 | 0.8758 | JPEG | 0.9086 | 0.9119 | 0.8583 | 0.9134 |
 WN | 0.9673 | 0.9724 | 0.8421 | 0.9264 | WN | 0.9755 | 0.9788 | 0.8756 | 0.8807 |
 GBLUR | 0.9531 | 0.8907 | 0.8699 | 0.8908 | GBLUR | 0.9646 | 0.9043 | 0.8379 | 0.9086 |
CSIQ database | |||||||||
 JPEG2000 | 0.8930 | 0.8140 | 0.8549 | 0.7958 | JPEG2000 | 0.9121 | 0.8127 | 0.7686 | 0.7418 |
 JPEG | 0.8990 | 0.9187 | 0.8432 | 0.8211 | JPEG | 0.9431 | 0.9396 | 0.8527 | 0.8545 |
 WN | 0.8004 | 0.8567 | 0.8634 | 0.9030 | WN | 0.8031 | 0.8751 | 0.7903 | 0.8329 |
 GBLUR | 0.8968 | 0.8202 | 0.7482 | 0.8369 | GBLUR | 0.9254 | 0.8514 | 0.7519 | 0.7687 |
TID2008 database | |||||||||
 JPEG2000 | 0.8970 | 0.8429 | 0.5854 | 0.8526 | JPEG2000 | 0.9200 | 0.8711 | 0.6963 | 0.8736 |
 JPEG | 0.8774 | 0.8812 | 0.7812 | 0.8112 | JPEG | 0.9381 | 0.9459 | 0.8708 | 0.8620 |
 WN | 0.7186 | 0.9163 | 0.6510 | 0.4624 | WN | 0.7871 | 0.9183 | 0.7123 | 0.6122 |
 GBLUR | 0.8737 | 0.8338 | 0.6602 | 0.8144 | GBLUR | 0.8996 | 0.8639 | 0.6847 | 0.8219 |