融合混合注意力机制与多尺度特征增强的高分影像建筑物提取

曲海成, 梁旭

Building extraction from high-resolution images using a hybrid attention mechanism combined with multi-scale feature enhancement

QU Haicheng, LIANG Xu

表8 Inria航空图像标注数据集定量对比实验结果

Tab.8 Quantitative comparison experiment results of Inria Aerial Image Labeling Dateset

方法 IoU/% F1/% Precision/% Recall/% Param/MB VGG16-U-net 70.92 83.12 85.07 81.26 18.26 DeepLab V3+ 74.52 83.47 81.82 85.19 30.61 SwinUperNet 79.37 88.19 87.43 88.96 65.84 ST-UNet 70.14 — 91.36 — 26.47 BMNet 81.93 90.06 91.78 88.41 21.34