用于遥感图像变化检测的深度监督网络

袁小平,王小倩,何祥,胡杨明

Deep supervised network for change detection of remote sensing image

Xiao-ping YUAN,Xiao-qian WANG,Xiang HE,Yang-ming HU

表 2 MultiRes block和深度融合监督对变化检测指标的影响

Tab.2 Influence of MultiRes block and deep fusion supervision on change detection indicators

基线方法 Unet++ block 深度融合监督 PR RE F1 Unet++ × × 0.874 6 0.864 7 0.869 6 Unet++ √ × 0.889 1 0.878 9 0.883 9 Unet++ × √ 0.903 5 0.889 4 0.896 3 Unet++ √ √ 0.920 4 0.903 9 0.912 0