基于注意力增强全卷积神经网络的高分卫星影像建筑物提取

郭文, 张荞

Building extraction using high-resolution satellite imagery based on an attention enhanced full convolution neural network

GUO Wen, ZHANG Qiao

表2 不同网络模型的比较

Tab.2 Comparison of the FPN-SENET with other networks

方法 OA Kappa recall precision F1/% IoU/ % FCN-8s 0.932 0.672 0.639 0.800 71.0 55.1 Segnet 0.934 0.681 0.645 0.809 71.8 56.0 U-net 0.941 0.735 0.707 0.818 75.8 61.1 PSPNet 0.936 0.689 0.645 0.827 72.5 56.8 FPN- SENet 0.946 0.751 0.742 0.827 78.2 64.2