Table 1 Evaluation metric values of PHFuse and the six selected methods on the LLVIP dataset. Values highlighted in underlined represent the optimal values within the same evaluation metric, and the values highlighted in bold indicate the second-best values.
From: PHFuse: Unsupervised color visible and infrared image fusion with preserved hue
| Â | EN | AG | VIFF | NIQE | BMPRI | SAM |
|---|---|---|---|---|---|---|
IFCNN | 7.0172 | 5.3599 | 0.5132 | 3.2935 | 16.4504 | 13.1225 |
DSFusion | 7.3010 | 6.8797 | 0.6448 | 4.1659 | 29.6029 | 16.8679 |
DATFuse | 7.2576 | 4.0539 | 0.4516 | 3.9081 | 29.7301 | 11.8311 |
TarDAL | 7.4971 | 4.9851 | 0.4184 | 4.1969 | 21.6377 | 12.2125 |
SemLA | 7.1408 | 4.0662 | 0.5228 | 3.3315 | 25.7843 | 10.7135 |
DIVFusion | 7.6151 | 5.7619 | 0.3710 | 3.9553 | 22.6197 | 14.2409 |
PHFuse | 7.2863 | 6.3642 | 0.5320 | 3.1292 | 20.5257 | 1.9031 |
