用于无人机遥感图像的高精度实时语义分割网络

魏新雨,饶蕾,范光宇,陈年生,程松林,杨定裕

High-precision real-time semantic segmentation network for UAV remote sensing images

Xinyu WEI,Lei RAO,Guangyu FAN,Niansheng CHEN,Songlin CHENG,Dingyu YANG

表 1 不同验证集上的模块消融实验结果

Tab.1 Experimental results of modular ablation in different validation sets

数据集 SSF BFM FAC ERFB mIoU/% vf/(帧·s−1) UAVid — — — — 65.9 122.3 √ — — — 66.1 142.9 √ √ — — 67.1 140.1 √ √ √ — 68.3 136.2 √ √ √ √ 70.6 131.1 LoveDA — — — — 49.4 122.3 √ — — — 49.5 142.9 √ √ — — 50.3 140.1 √ √ √ — 51.2 136.2 √ √ √ √ 52.3 131.1