GCM+-LANet：遥感图像语义分割的全局卷积模块与局部注意力网络模型

翁梦倩,胡蕾,张永梅,凌杰,李云洪

GCM+-LANet：Global Convolution Module+ and Local Attention Network for Semantic Segmentation of Remote Sensing Images

Mengqian Weng,Lei Hu,Yongmei Zhang,Jie Ling,Yunhong Li

表1 不同方法在Potsdam数据集上的分割精度

Table 1 Segmentation accuracy of different methods of Potsdam dataset

网络模型 PA/% F1/% MIoU/% FCN 92.40 77.21 70.09 U-Net 91.82 77.05 69.98 SegNet 91.55 75.92 68.62 LANet 91.83 77.29 70.19 DeepLab V3+ 86.99 68.14 59.34 Coordinate Attention 90.94 75.45 67.94 GCM+-LANet（k=3） 94.42 80.99 75.27