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

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) has made accurate pixel-level classificati...

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Detalles Bibliográficos
Autores principales: Shi, Yilei, Li, Qingyu, Zhu, Xiao Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6946440/
https://www.ncbi.nlm.nih.gov/pubmed/31929682
http://dx.doi.org/10.1016/j.isprsjprs.2019.11.004