Research Article
Underwater No-Reference Image Quality Assessment for Display Module of ROV
Table 3
The corresponding MOS and objective scores of Figures
12 and
13.
| | Ori | Multifusion | Fu | White balance | Histogram equalization | Retinex |
| Figure 12 | MOS | 2.550 | 4.500 | 4.100 | 4.550 | 3.050 | 2.500 | CCF | 13.265 | 22.292 | 23.887 | 16.437 | 30.794 | 13.379 | ROICCF | 20.821 | 33.389 | 31.274 | 29.108 | 26.409 | 21.604 | UCIQE | 0.554 | 0.664 | 0.591 | 0.652 | 0.684 | 0.569 | ROIUCIQE | 0.560 | 0.647 | 0.573 | 0.627 | 0.580 | 0.575 | UIQM | 3.983 | 4.543 | 4.850 | 3.969 | 4.780 | 4.085 | ROIUIQM | 5.585 | 5.589 | 5.495 | 5.672 | 5.055 | 5.620 | BRISQUE | 16.303 | 26.934 | 31.708 | 17.824 | 36.762 | 16.744 | LPSI | 0.926 | 0.901 | 0.910 | 0.923 | 0.912 | 0.926 | | 0.243 | 0.715 | 0.578 | 0.698 | 0.846 | 0.324 | | 1.000 | 0.802 | 0.637 | 0.827 | 0.464 | 0.994 | Proposed | 0.243 | 0.574 | 0.368 | 0.577 | 0.392 | 0.322 |
| Figure 13 | MOS | 3.200 | 3.800 | 1.550 | 2.150 | 2.700 | 3.250 | CCF | 31.443 | 31.465 | 37.069 | 18.688 | 36.928 | 29.029 | ROICCF | 22.582 | 35.995 | 32.468 | 13.265 | 38.366 | 23.097 | UCIQE | 0.519 | 0.628 | 0.623 | 0.476 | 0.693 | 0.541 | ROIUCIQE | 0.541 | 0.620 | 0.588 | 0.447 | 0.676 | 0.564 | UIQM | 1.504 | 3.337 | 4.325 | 3.840 | 4.100 | 2.182 | ROIUIQM | 6.658 | 5.235 | 5.249 | 5.349 | 4.789 | 5.160 | Brisque | 4.330 | 14.749 | 17.319 | 4.153 | 20.596 | 4.441 | LPSI | 0.923 | 0.887 | 0.911 | 0.904 | 0.906 | 0.926 | | 0.475 | 0.730 | 0.317 | 0.029 | 0.640 | 0.401 | | 1.000 | 0.847 | 0.632 | 0.581 | 0.601 | 0.972 | Proposed | 0.475 | 0.619 | 0.200 | 0.017 | 0.384 | 0.390 |
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