深度卷积融合条件随机场的遥感图像语义分割

李宇, 肖春姣, 张洪群, 李湘眷, 陈俊

Remote sensing image semantic segmentation using deep fusion convolutional networks and conditional random field

LI Yu, XIAO Chunjiao, ZHANG Hongqun, LI Xiangjuan, CHEN Jun

表3 各模型语义分割结果定量评价

Tab.3 Training and testing time of each model

模型 PA CA MIOU DFN-CRF-5 0.908 990 0.855 277 0.768 730 DFN-CRF-4 0.910 455 0.878 851 0.799 701 DFN-CRF-3 0.918 773 0.897 060 0.809 149 DFN-CRF-2 0.918 969 0.898 627 0.816 557 DFN-CRF-1 0.919 967 0.900 086 0.819 535