线性注意力与跨尺度融合的遥感语义分割网络

张景鸿,邵玉斌,唐菁敏,杜庆治,龙华,张赜涛

Remote sensing semantic segmentation network with linear attention and cross-scale fusion

Jinghong ZHANG,Yubin SHAO,Jingmin TANG,Qingzhi DU,Hua LONG,Zetao ZHANG

表 4 不同测试集上的模块消融实验结果

Tab.4 Module ablation experiment result on different test sets %

方法 ORLTB OCM Potsdam Vaihingen LoveDA F1 mIoU OA F1 mIoU OA mIoU UnetFormer(基线) — — 92.8 86.8 91.3 90.4 82.7 91.0 52.4 UNetFormer(基线) √ — 92.9 87.0 91.6 90.6 83.4 91.1 53.0 UNetFormer(基线) — √ 92.9 86.9 91.5 90.5 83.1 91.1 52.8 UNetFormer(基线) √ √ 93.0 87.1 91.7 90.7 83.7 91.2 53.4