Table 7 Quantitative comparison on the TNO dataset conducted through ablation studies on \(\alpha\) of the loss function.
From: Texture-preserving and information loss minimization method for infrared and visible image fusion
\(\alpha\) | \(\beta\) | \(\gamma\) | MI | VIF | AG | CC | SCD | EN | QAB/F | SF |
|---|---|---|---|---|---|---|---|---|---|---|
1 | 100 | 1 | 2.3289 | 0.5065 | 4.4664 | 0.4941 | 1.7736 | 7.0055 | 0.4839 | 11.2443 |
5 | 2.4333 | 0.5180 | 4.4634 | 0.4977 | 1.7779 | 7.0035 | 0.4866 | 11.2642 | ||
10 | 2.4564 | 0.5687 | 4.3945 | 0.4687 | 1.6801 | 7.0514 | 0.5213 | 12.1247 | ||
25 | 2.4674 | 0.5352 | 4.4419 | 0.4962 | 1.7637 | 7.0490 | 0.4724 | 11.0206 | ||
50 | 2.4447 | 0.5354 | 4.4496 | 0.4646 | 1.7607 | 7.0162 | 0.4714 | 11.2368 |
