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6 对比实验结果

Tab.6 Compare experimental results (%)

模型 IoU Precision Recall F1-score U-Net 85.13 92.31 91.62 91.97 FCN 87.95 93.66 93.52 93.59 Deeplabv3+ 84.48 93.20 90.03 92.59 CS-deep 88.86 95.05 93.18 94.10