基于自适应特征增强和融合的舰载机着舰拉制状态识别

王可, 刘奕阳, 杨杰, 鲁爱国, 李哲, 徐明亮

Landing State Recognition of Carrier-Based Aircraft Based on Adaptive Feature Enhancement and Fusion

WANG Ke, LIU Yiyang, YANG Jie, LU Aiguo, LI Zhe, XU Mingliang

表3 CATHR-DET数据集实验结果对比

Tab.3 Comparative experimental results of CATHR-DET

方法 分类 检测 P/% R/% F/% mAP/% FPS/(帧·s-1) SSD300 77.8 33.2 46.5 56.6 57.1 SSD512 93.2 27.2 42.1 62.2 31.2 RetinaNet 67.7 79.5 73.1 65.2 33.2 YOLOv3 67.2 80.5 73.3 74.2 41.2 DSSD 84.2 53.8 65.6 73.5 19.7 本文方法 84.4 81.1 82.4 76.8 26.8