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A Residual Attention and Local Context-Aware Network for Road Extraction from High-Resolution Remote Sensing Imagery

Extracting road information from high-resolution remote sensing images (HRI) can provide crucial geographic information for many applications. With the improvement of remote sensing image resolution, the image data contain more abundant feature information. However, this phenomenon also enhances the...

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Main Authors: Ziwei Liu, Mingchang Wang, Fengyan Wang, Xue Ji
Format: Artigo
Language:Inglês
Published: MDPI AG 2021-12-01
Series:Remote Sensing
Subjects:
attention mechanism
road extraction
deep learning
remote sensing
multi-scale dilated convolution
Online Access:https://www.mdpi.com/2072-4292/13/24/4958
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