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3 主干网络消融实验结果

Tab.3 Results of backbone network ablation experiments (%)

主干网络 IoU Precision Recall F1-score Xception 84.48 93.20 90.03 92.59 mobilenetv2 83.94 91.33 91.21 91.27 vit 72.58 88.65 80.01 84.11 CAM-Resnet50 88.75 94.86 93.23 94.04