基于融合注意力机制的光学遥感图像小目标检测算法
宋耀莲,彭驰,唐菁敏,赵宣植,虞贵财

Small object detection algorithm for optical remote sensing images based on fusion attention mechanism
Yaolian SONG,Chi PENG,Jingmin TANG,Xuanzhi ZHAO,Guicai YU
表 5 改进前、后AI-TOD数据集各类别目标的检测性能比较
Tab.5 Comparison of detection performance of various types of targets in AI-TOD dataset before and after improvement
类别mAP50/%
FMCM-YOLOYOLOv5m
all60.654.7
airplane66.964.3
bridge50.444.9
storage-tank88.977.9
ship78.975.0
swimming-pool51.751.2
vehicle77.769.9
person39.231.3
wind-mill33.423.3