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 1 在DeepGlobe数据集上开展的不同模块消融实验

Tab.1 Different module ablation experiment on DeepGlobe dataset

实验编号 Baseline MDSA MRFF MDSR P/% R/% F1/% IoU/% 1 √ — — — 70.17 66.53 68.31 51.86 2 √ √ — — 76.20 74.51 75.34 60.45 3 √ — √ — 77.72 77.83 77.77 63.63 4 √ √ √ — 78.67 77.69 78.18 64.18 5 √ √ √ √ 78.92 77.87 78.39 64.46