面向高分辨率遥感影像建筑物提取的SD-BASNet网络

朱娟娟, 黄亮, 朱莎莎

SD-BASNet：a building extraction network for high-spatial-resolution remote sensing imagery

ZHU Juanjuan, HUANG Liang, ZHU Shasha

表4 多尺度建筑物的检测结果

Tab.4 Detection results of multi-scale building （%）

网络 mIoU mPA 召回率 精确率 F1 PSPNet 46.14 76.51 78.49 53.75 63.14 SegNet 81.04 87.69 95.42 77.37 85.45 DeepLabV3 81.58 87.97 96.23 77.56 85.89 SE-UNet 83.09 88.80 97.99 78.46 87.15 UNet++ 86.86 84.79 97.14 77.14 85.02 BASNet 89.36 93.58 94.40 90.61 92.51 SD-BASNet 90.18 94.50 94.57 91.81 93.17