基于混合注意力机制和Deeplabv3+的遥感影像建筑物提取方法
刘晨晨, 葛小三, 武永斌, 余海坤, 张蓓蓓

A method for information extraction of buildings from remote sensing images based on hybrid attention mechanism and Deeplabv3+
LIU Chenchen, GE Xiaosan, WU Yongbin, YU Haikun, ZHANG Beibei
表4 注意力模块消融实验结果
Tab.4 Results of attention module ablation experiments (%)
注意力模块位置 IoU Precision Recall F1-score
ASPP+CAM+SAM 88.82 94.86 93.31 94.08
ASPP+SAM+CAM 88.52 95.27 92.59 93.91
SAM+ASPP+CAM 88.76 94.81 93.29 94.04
SAM+CAM+ASPP 86.36 93.52 91.85 92.68
Deep+CAM,Low+SAM 88.86 95.05 93.18 94.10