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4 武汉大学建筑数据集定量对比实验结果
Tab.4 Quantitative comparison experiment results of WHU Building Dataset
方法 IoU/% F1/% Precision/% Recall/% Param/MB
VGG16-U-net 86.91 92.42 90.41 94.52 18.26
DeepLab V3+ 89.07 94.23 94.15 94.32 30.61
STT 90.48 94.97 94.85 95.09 21.02
ST-UNet 89.65 95.16 26.47
BMNet 91.73 95.14 95.01 95.27 21.34