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 6 在Massachusetts建筑物数据集上与不同次数独立一维卷积融合的定量对比

Tab.6 Quantitative comparison with independent one-dimensional convolution fusion at different times in Massachusetts building dataset

网络模型 OA/% P/% R/% IoU/% F1/% MMFA(2次) 94.45 84.01 86.79 74.49 85.38 MMFA(3次) 94.37 86.81 82.38 73.22 84.54 MMFA(4次) 93.64 81.78 84.88 71.38 83.30 MMFA(5次) 94.17 85.43 82.92 72.65 84.16