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2 不同网络的检测结果

Tab.2 Detection results of different networks （%）

网络 mIoU mPA 召回率 精确率 F1 PSPNet 73.74 80.43 89.62 62.86 73.89 SegNet 77.67 83.26 93.27 67.87 78.57 DeepLabV3 82.30 87.07 94.34 75.39 83.80 SE-UNet 82.95 87.37 95.43 75.74 84.46 UNet++ 83.77 87.92 96.09 76.69 85.30 BASNet 90.10 93.88 98.40 87.44 89.92 SD-BASNet 92.25 96.59 96.50 93.79 92.61