Open Access
表1
不同红外小目标检测算法性能比较
| 算法 | 门限 | 检测率 | 虚警率 | 精确率 | 召回率 | F-度量值 |
| Top-Hat | 0.65 | 0.726 0 | 8.73×10-5 | 0.373 0 | 0.100 0 | 0.138 0 |
| MPCM | 0.82 | 0.580 0 | 4.62×10-5 | 0.367 0 | 0.098 0 | 0.135 0 |
| MDBWCM | 0.85 | 0.581 0 | 3.31×10-5 | 0.273 0 | 0.494 0 | 0.316 0 |
| IPT | 0.58 | 0.778 0 | 1.13×10-4 | 0.426 0 | 0.129 0 | 0.174 0 |
| MDvsFA-GAN | 0.27 | 0.871 4 | 3.62×10-6 | 0.776 7 | 0.734 0 | 0.729 6 |
| DNA | 0.55 | 0.927 0 | 2.47×10-6 | 0.777 7 | 0.790 1 | 0.759 4 |
| LSPM | 0.44 | 0.989 1 | 1.53×10-7 | 0.937 9 | 0.874 1 | 0.894 2 |
| ISTS-UT | 0.62 | 0.997 2 | 2.82×10-7 | 0.912 7 | 0.921 0 | 0.909 4 |
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