基于CNN与SETR的特征融合滑坡体检测

李世琦, 姚国清

A landslide detection method using CNN- and SETR-based feature fusion

LI Shiqi, YAO Guoqing

表3 CNN模型融合SETR性能对比

Tab.3 Comparison of SETR performance of each model fusion

模型指标 U-Net U-Net+ SETR Deep- labv3+ Deeplabv3+ +SETR FCN FCN+ SETR 召回率/% 68.47 74.26 61.58 66.13 68.83 65.13 准确率/% 77.56 74.34 77.77 75.60 65.75 72.65 F1分数 0.727 3 0.743 0 0.687 3 0.705 5 0.672 6 0.686 9 F1提升/% 2.16 2.65 2.13