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 4 不同算法在AI-TOD上的性能比较结果
Tab.4 Performance comparison results of different algorithms on AI-TOD
模型mAP50/%mAP50:95/%mAPvt/%mAPt/%mAPs/%FPS
DedectoRS32.814.8010.828.361
M-CenterNet40.714.56.115.019.478
YOLOv5m54.721.710.522.127.0258
HANet53.722.110.922.227.3178
FFCA-YOLO61.727.712.624.931.8171
L-FFCA-YOLO58.325.511.723.230.1165
FMCM-YOLO(本研究算法)60.626.712.628.632.1169