基于深度学习的视频SAR动目标检测与跟踪算法
邱磊, 张学志, 郝大为
VideoSAR moving target detection and tracking algorithm based on deep learning
QIU Lei, ZHANG Xuezhi, HAO Dawei
表5
目标检测定量评价结果比较
Tab.5
Comparison of the detection results(%)
网络模型
准确率
召回率
F
1指标
FasterR-CNN
95.68
81.82
88.21
特征金字塔网络
95.70
86.46
90.85
RetinaNet
96.98
88.12
92.34
轻量EfficentDet
98.08
90.23
93.99
多特征输入+轻量EfficentDet
98.35
91.08
94.58