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 4 自绘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.4 Quantitative evaluation of five building extraction networks on owner-drawing building dataset

网络模型 OA/% P/% R/% IoU/% F1/% U-Net 94.63 88.85 80.48 73.10 84.46 SegNet 95.31 89.62 83.88 76.45 86.65 DeepLabV3+ 94.75 92.93 76.90 72.65 84.16 MAP-Net 95.69 92.55 82.93 77.74 87.48 BRRNet 95.51 91.24 83.26 77.10 87.07 MMFA-Net 95.94 91.40 85.71 79.31 88.46