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1 SCRS数据集与WHU数据集的比较

Tab.1 Comparison of the SCRS dataset with the WHU dataset

数据集 OA Kappa recall precision F1/% IoU/ % WHU 0.995 0.804 0.772 0.845 80.7 67.6 SCRS(真彩色) 0.946 0.751 0.742 0.827 78.2 64.2 SCRS(假彩色) 0.952 0.784 0.778 0.847 81.1 68.2