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 2 在Massachusetts建筑物数据集上与其他5种建筑物提取网络的定量对比

Tab.2 Quantitative evaluation of five building extraction networks on Massachusetts building dataset

网络模型 OA/% P/% R/% IoU/% F1/% U-Net 94.01 85.33 82.06 71.91 83.66 SegNet 93.42 81.24 84.22 70.51 82.70 DeepLabV3+ 93.25 81.17 83.15 69.70 82.15 MAP-Net 93.88 84.10 82.91 71.68 83.50 BRRNet 94.01 84.10 83.77 72.31 83.93 MMFA-Net 94.45 84.01 86.79 74.49 85.38