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2 消融实验结果

Tab.2 Results of ablation experiment(%)

网络组合模块 IoU F1 Precision Recall BM-0 71.40 83.33 84.60 82.10 BM-1 72.67 86.96 89.36 84.68 BM-2 74.51 88.60 90.68 86.62 BM-3 79.78 89.35 91.35 87.44 BM-4 81.93 90.07 91.78 88.41 BM-5 73.28 85.06 85.96 84.17 BM-6 78.51 85.72 86.54 84.92 BM-7 80.66 86.45 87.02 85.88 BM-8 77.94 87.66 90.10 85.35 BM-9 80.09 87.30 88.92 85.74 BM-10 76.67 84.91 86.32 83.55 BM-11 78.82 85.69 86.79 84.62