Table 4.
Comparison results of multi-exposure fusion by MEF-SSIM [30]/MEF-VIF [54], with the best results in bold and the second-best results underlined.
| Image Set | GFF [45] | IFCNN [32] | U2Fusion [8] | FMMEF [53] | Proposed |
|---|---|---|---|---|---|
| Balloons | 0.896/0.891 | 0.873/0.868 | 0.803/0.450 | 0.876/0.886 | 0.927/0.918 |
| Belgium house | 0.921/0.906 | 0.877/0.888 | 0.837/0.667 | 0.830/0.878 | 0.917/0.926 |
| Lamp1 | 0.894/0.880 | 0.876/0.843 | 0.802/0.611 | 0.856/0.883 | 0.894/0.887 |
| Candle | 0.844/0.866 | 0.898/0.872 | 0.236/0.830 | 0.914/0.871 | 0.897/0.836 |
| Cave | 0.929/0.937 | 0.889/0.895 | 0.246/0.793 | 0.852/0.933 | 0.939/0.976 |
| Chinese garden | 0.945/0.953 | 0.882/0.834 | 0.530/0.835 | 0.868/0.948 | 0.938/0.978 |
| Farmhouse | 0.948/0.955 | 0.875/0.906 | 0.746/0.699 | 0.858/0.952 | 0.913/0.983 |
| House | 0.869/0.900 | 0.869/0.853 | 0.811/0.703 | 0.861/0.898 | 0.895/0.912 |
| Kluki | 0.894/0.927 | 0.845/0.870 | 0.834/0.758 | 0.886/0.915 | 0.936/0.934 |
| Lamp2 | 0.849/0.799 | 0.793/0.844 | 0.320/0.729 | 0.771/0.820 | 0.850/0.832 |
| Landscape | 0.915/0.934 | 0.809/0.810 | 0.677/0.885 | 0.925/0.944 | 0.956/0.989 |
| Lighthouse | 0.877/0.821 | 0.870/0.763 | 0.767/0.845 | 0.918/0.863 | 0.939/0.851 |
| Madison capitol | 0.908/0.914 | 0.877/0.886 | 0.780/0.626 | 0.885/0.928 | 0.939/0.952 |
| Memorial | 0.889/0.886 | 0.888/0.894 | 0.130/0.838 | 0.853/0.858 | 0.939/0.928 |
| Office | 0.906/0.953 | 0.832/0.870 | 0.825/0.772 | 0.899/0.957 | 0.935/0.972 |
| Tower | 0.935/0.947 | 0.851/0.868 | 0.568/0.763 | 0.904/0.943 | 0.941/0.986 |
| Venice | 0.895/0.897 | 0.835/0.853 | 0.587/0.740 | 0.842/0.899 | 0.921/0.922 |
| Average | 0.901/0.904 | 0.861/0.860 | 0.618/0.738 | 0.870/0.904 | 0.922/0.928 |