Table 8.
Evaluation Of L1, L2, AND Infinity norm combinations for enhanced fusion quality.
| Fusion with Attention |
EN | SSIM | SF | MSE | PSNR | NMI | RMSE | MSSIM | FSIM | VIF | Mean metric error |
|---|---|---|---|---|---|---|---|---|---|---|---|
| L1 | 1.9819 | 0.9003 | 5.5027 | 0.0063 | 70.3627 | 2.7127 | 0.0784 | 0.8799 | 0.9518 | 0.8871 | 8.4264 |
| L2 | 1.9825 | 0.9003 | 5.5026 | 0.0063 | 70.3607 | 2.7128 | 0.0784 | 0.8799 | 0.9518 | 0.8865 | 8.4262 |
| INF | 1.9849 | 0.8992 | 5.3353 | 0.0065 | 70.5006 | 2.6635 | 0.0800 | 0.8793 | 0.9520 | 0.8818 | 8.4183 |
| L1L2 | 1.9856 | 0.8998 | 5.4186 | 0.0062 | 70.4347 | 2.6833 | 0.0776 | 0.8796 | 0.9519 | 0.8851 | 8.4222 |
| L1_INF | 1.9856 | 0.8998 | 5.4185 | 0.0062 | 70.4363 | 2.6831 | 0.0776 | 0.8796 | 0.9519 | 0.8854 | 8.4224 |
| L2_INF | 1.9822 | 0.9003 | 5.5022 | 0.0063 | 70.3618 | 2.7129 | 0.0784 | 0.8799 | 0.9518 | 0.8868 | 8.4263 |
| L1L2INF | 1.9863 | 0.8996 | 5.3511 | 0.0060 | 70.4893 | 2.6675 | 0.0701 | 0.8594 | 0.9520 | 0.8825 | 8.4164 |