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3 小尺度建筑物的检测结果

Tab.3 Detection results of small-scale building （%）

网络 mIoU mPA 召回率 精确率 F1 PSPNet 74.30 79.84 89.84 61.46 75.26 SegNet 74.64 82.24 96.84 65.48 78.13 DeepLabV3 82.17 87.93 96.80 77.06 85.81 SE-UNet 83.59 88.81 97.87 78.43 87.08 UNet++ 84.77 89.92 97.09 79.69 87.30 BASNet 92.89 96.56 93.99 96.01 94.99 SD-BASNet 93.07 96.81 94.71 96.17 95.41