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Multiscale Road Extraction in Remote Sensing Images

Recent advances in convolutional neural networks (CNNs) have shown impressive results in semantic segmentation. Among the successful CNN-based methods, U-Net has achieved exciting performance. In this paper, we proposed a novel network architecture based on U-Net and atrous spatial pyramid pooling (...

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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Wulamu, Aziguli, Shi, Zuxian, Zhang, Dezheng, He, Zheyu
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6652094/
https://ncbi.nlm.nih.gov/pubmed/31379933
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/2373798
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