基于深度学习的高分辨率卫星遥感影像围填海检测识别

于枫世,隋毅,王常颖,初佳兰

Reclamation Detection and Recognition of High Resolution Satellite Remote Sensing Image based on Deep Learning

Fengshi Yu,Yi Sui,Changying Wang,Jialan Chu

表2 不同参数条件下验证集上模型性能比较

Table 2 Performance comparison of models on validation set under different parameters

模型 总体分类精度 F1-score Kappa mIoU MCFCN1 0.972 0.944 0.924 0.895 MCFCN2 0.973 0.945 0.926 0.897 MCFCN3 0.972 0.942 0.923 0.892 MCFCN4 0.973 0.943 0.924 0.893 MCFCN5 0.971 0.940 0.920 0.889