AED-Net：滑坡灾害遥感影像语义分割模型

蒋伟杰, 张春菊, 徐兵, 罗晨晨, 周晗, 周康

AED-Net: Semantic Segmentation Model for Landslide Recognition from Remote Sensing Images

JIANG Weijie, ZAHNG Chunju, XU Bing, LUO Chenchen, ZHOU Han, ZHOU Kang

表2 不同注意力机制影响下GID-5数据集分割精度

Tab. 2 The segmentation accuracy of GID-5 data sets which affected by different attention mechanisms (%)

模型 PA MPA IoU 建筑用地 农业用地 森林 湿地 水体 Without-Attention 85.64 79.44 77.16 72.35 59.73 57.20 84.53 With-CBAM 85.06 82.21 75.55 71.0 56.61 63.79 84.37 With-SE 85.78 81.82 77.29 71.95 58.86 63.25 83.21 With-ECA 87.41 85.24 77.53 72.88 60.25 64.11 86.86