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2 不同注意力模块性能对比

Tab.2 Performance comparison of different attention modules

注意力模块 OA/% F1/% IoU/% 参数量/ 106MB SENet[20] 96.39 84.12 63.12 28.08 CBAM[21] 97.08 85.97 64.01 28.09 SGE-Net[22] 96.27 86.36 64.37 25.55 ECA-Net[23] 97.04 87.13 64.13 25.65 SA-DBF 98.04 88.03 65.13 24.20