Open Access
表2
测试集舰船目标检测结果
模型 | N检测 | N未检测 | N虚警 | 精确率/% | 召回率/% | 单图检测时间/s |
双参数CFAR | 2 615 | 986 | 244 | 91.5 | 72.6 | 21.83 |
局部K-CFAR | 2 798 | 803 | 220 | 92.7 | 77.7 | 34.05 |
原始faster R-CNN | 2 953 | 648 | 207 | 93.4 | 82.0 | 0.14 |
改进faster R-CNN | 3 302 | 299 | 140 | 95.9 | 91.7 | 0.16 |
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