结合上下文与类别感知特征融合的高分遥感图像语义分割

何晓军, 罗杰

Semantic segmentation of high-resolution remote sensing images based on context- and class-aware feature fusion

HE Xiaojun, LUO Jie

表4 Potsdam数据集IoU得分

Tab.4 IoU scores on the Potsdam (%)

模型 IoU mIoU 不透水 表面 建筑物 低矮 植被 树木 汽车 UNet 80.18 88.59 71.32 72.26 79.67 78.40 PSPNet 78.47 87.79 69.34 72.46 64.17 74.44 DeepLabv3+ 81.19 89.06 71.11 72.79 80.94 79.01 HRNet 78.13 85.98 70.26 69.95 75.92 76.04 A2FPN 80.91 88.48 70.69 72.59 78.44 78.22 BuildFormer 80.96 88.65 71.93 71.89 80.43 78.77 CCFFSM 82.32 90.44 72.54 75.02 80.82 80.23