A new road extraction method using Sentinel-1 SAR images based on the deep fully convolutional neural network

Qianqian Zhang,Qingling Kong,Chao Zhang,Shucheng You,Hai Wei,RuiZhi Sun,Li Li

A new road extraction method using Sentinel-1 SAR images based on the deep fully convolutional neural network

2019

Qianqian Zhang
Qingling Kong
Chao Zhang
Shucheng You
Hai Wei
RuiZhi Sun
Li Li

ABSTRACTThere is a pressing need for an automatic road extraction method due to the continuous development of transportation networks. Free from the influence of weather, satellite-mounted syntheti...

Keywords:

Deep learning
Artificial intelligence
Convolutional neural network
Mathematics
Computer vision
extraction methods

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