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Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

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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 this task. The latest development in deep convolutional neural networks (DCNNs) ha... ...