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5 大尺度建筑物的检测结果

Tab.5 Detection results of large-scale building （%）

网络 mIoU mPA 召回率 精确率 F1 PSPNet 39.58 40.72 40.72 58.62 56.71 SegNet 82.62 90.25 87.19 90.14 88.64 DeepLabV3 84.50 91.90 92.57 88.09 90.28 SE-UNet 88.21 93.85 93.56 91.80 92.67 UNet++ 87.59 92.16 93.31 90.34 91.31 BASNet 91.76 95.39 92.70 97.12 94.86 SD-BASNet 92.34 95.95 92.49 97.59 95.50