融合CNN与Transformer的遥感影像道路信息提取

曲海成, 王莹, 刘腊梅, 郝明

Information extraction of roads from remote sensing images using CNN combined with Transformer

QU Haicheng, WANG Ying, LIU Lamei, HAO Ming

表1 不同模块消融实验的对比结果

Tab.1 Comparison results of different modules (%)

方法 OA F1 IoU U-Net 96.39 84.12 63.12 Transformer+ U-Net 97.08 85.97 64.01 U-Net+SA-DBF 96.27 86.36 64.37 Transformer +U-Net+SA-DBF 98.04 88.03 65.13