Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding

Yilei Shi, Qingyu Li, Xiao Xiang Zhu

Automatic building extraction from optical imagery remains a challenge due to, for example, the complexity of building shapes. Semantic segmentation is an efficient approach for th…