融合多尺度分辨率和带状特征的遥感道路提取

李国燕,李鹏辉,刘榕,梅玉鹏,张明辉

Remote sensing road extraction by fusing multi-scale resolution and strip feature

Guoyan LI,Penghui LI,Rong LIU,Yupeng MEI,Minghui ZHANG

表 3 在SpaceNet数据集上开展的不同模块消融实验

Tab.3 Different module ablation experiment on SpaceNet dataset

实验编号 Baseline MDSA MRFF MDSR P/% R/% F1/% IoU/% 1 √ — — — 65.68 68.51 67.05 50.44 2 √ √ — — 69.93 71.58 70.72 54.70 3 √ — √ — 72.16 75.28 73.69 58.34 4 √ √ √ — 75.48 73.12 74.28 59.09 5 √ √ √ √ 73.96 76.03 74.98 59.98