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 3 不同算法在USOD上的性能比较结果
Tab.3 Performance comparison results of different algorithms on USOD
模型P/%R/%mAP50/%mAP50:95/%Params/106FPS
RefineDet88.182.485.131.435.6832
YOLOv5m88.581.587.131.920.85258
YOLOv8m90.582.287.632.429.74155
TPH-YOLOv591.083.789.532.145.36134
MSFE-YOLO-m91.683.589.633.159.5137
LS-YOLO90.883.689.333.922.6153
L-FFCA-YOLO91.382.889.333.25.10165
FMCM-YOLO(本研究算法)92.384.189.934.122.13169