Open Access
表2
融合结果的客观评价指标
| 场景 | 算法 | 评价指标 | |||||
| SD | E | AG | SSIM | VIFF | PSNR | ||
| 地物背景下人物目标 | 基于小波变换与特征提取 | 46.362 5 | 7.349 9 | 5.573 9 | 0.696 7 | 0.853 7 | 23.505 7 |
| DWT | 41.258 7 | 6.300 5 | 5.103 4 | 0.609 8 | 0.758 4 | 18.734 6 | |
| WTGMF | 37.537 9 | 7.153 9 | 5.198 3 | 0.635 1 | 0.667 1 | 21.573 8 | |
| SR | 39.631 4 | 6.539 5 | 5.356 8 | 0.656 9 | 0.832 1 | 18.261 1 | |
| NSCT | 38.321 5 | 7.253 7 | 5.756 8 | 0.686 5 | 0.798 5 | 22.689 5 | |
| NSST | 35.632 6 | 6.233 3 | 4.652 4 | 0.568 5 | 0.685 2 | 21.732 9 | |
| CNN | 37.625 4 | 6.469 5 | 5.245 6 | 0.621 3 | 0.692 4 | 22.418 4 | |
| ResNet-ZPCA | 42.594 5 | 7.152 6 | 5.145 2 | 0.663 8 | 0.775 9 | 22.906 1 | |
| 海面背景下船只目标 | 基于小波变换与特征提取 | 35.562 5 | 5.725 8 | 4.425 9 | 0.502 1 | 0.694 5 | 24.782 8 |
| DWT | 30.468 9 | 5.302 1 | 3.568 9 | 0.412 7 | 0.652 5 | 19.722 4 | |
| WTGMF | 26.615 8 | 5.664 9 | 3.557 3 | 0.453 6 | 0.652 7 | 20.516 8 | |
| SR | 27.320 1 | 5.463 5 | 3.754 6 | 0.395 8 | 0.625 4 | 17.298 5 | |
| NSCT | 26.369 5 | 5.752 3 | 4.235 1 | 0.445 2 | 0.687 4 | 22.615 6 | |
| NSST | 27.556 7 | 5.785 1 | 4.365 2 | 0.486 5 | 0.622 5 | 21.534 8 | |
| CNN | 25.526 5 | 5.515 2 | 3.685 4 | 0.445 4 | 0.636 9 | 20.556 4 | |
| ResNet-ZPCA | 29.557 9 | 5.446 3 | 3.676 5 | 0.478 1 | 0.625 1 | 19.757 7 | |
| 空中背景下飞机目标 | 基于小波变换与特征提取 | 40.586 7 | 6.523 9 | 4.895 8 | 0.584 1 | 0.802 4 | 19.516 4 |
| DWT | 35.289 6 | 6.325 4 | 4.652 8 | 0.493 6 | 0.753 6 | 17.224 1 | |
| WTGMF | 37.753 1 | 6.412 9 | 4.662 6 | 0.512 9 | 0.763 3 | 18.926 5 | |
| SR | 37.652 9 | 6.253 6 | 4.215 8 | 0.465 8 | 0.704 5 | 14.772 6 | |
| NSCT | 38.652 6 | 6.454 6 | 4.562 8 | 0.542 3 | 0.732 5 | 18.519 7 | |
| NSST | 34.215 9 | 6.322 1 | 4.326 5 | 0.523 5 | 0.724 1 | 17.632 5 | |
| CNN | 35.562 9 | 6.232 5 | 4.254 6 | 0.498 5 | 0.717 5 | 16.557 2 | |
| ResNet-ZPCA | 36.889 2 | 6.503 6 | 4.675 9 | 0.558 7 | 0.775 3 | 18.778 2 | |
| 空中背景下飞机目标 | 基于小波变换与特征提取 | 40.586 7 | 6.523 9 | 4.895 8 | 0.584 1 | 0.802 4 | 19.516 4 |
| DWT | 35.289 6 | 6.325 4 | 4.652 8 | 0.493 6 | 0.753 6 | 17.224 1 | |
| WTGMF | 37.753 1 | 6.412 9 | 4.662 6 | 0.512 9 | 0.763 3 | 18.926 5 | |
| SR | 37.652 9 | 6.253 6 | 4.215 8 | 0.465 8 | 0.704 5 | 14.772 6 | |
| NSCT | 38.652 6 | 6.454 6 | 4.562 8 | 0.542 3 | 0.732 5 | 18.519 7 | |
| NSST | 34.215 9 | 6.322 1 | 4.326 5 | 0.523 5 | 0.724 1 | 17.632 5 | |
| CNN | 35.562 9 | 6.232 5 | 4.254 6 | 0.498 5 | 0.717 5 | 16.557 2 | |
| ResNet-ZPCA | 36.889 2 | 6.503 6 | 4.675 9 | 0.558 7 | 0.775 3 | 18.778 2 | |
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