基于多重多尺度融合注意力网络的建筑物提取

杨栋杰,高贤君,冉树浩,张广斌,王萍,杨元维

Building extraction based on multiple multiscale-feature fusion attention network

Dong-jie YANG,Xian-jun GAO,Shu-hao RAN,Guang-bin ZHANG,Ping WANG,Yuan-wei YANG

表 3 在WHU建筑物数据集上与其他5种先进建筑提取网络的定量对比

Tab.3 Quantitative evaluation of five building extraction networks on WHU building dataset

网络模型 OA/% P/% R/% IoU/% F1/% U-Net 98.20 90.25 94.00 85.34 92.09 SegNet 98.21 91.38 92.69 85.24 92.03 DeepLabV3+ 98.12 90.14 93.28 84.64 91.68 MAP-Net 98.36 92.91 92.35 86.27 92.63 BRRNet 98.33 91.52 93.68 86.19 92.58 MMFA-Net 98.51 93.04 93.63 87.50 93.33