Road Extraction Convolutional Neural Network with Embedded Attention Mechanism for Remote Sensing Imagery

Roads are closely related to people’s lives, and road network extraction has become one of the most important remote sensing tasks. This study aimed to propose a road extraction network with an embedded attention mechanism to solve the problem of automatic extraction of road networks from a large nu...

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Hauptverfasser: Shiwei Shao, Lixia Xiao, Liupeng Lin, Chang Ren, Jing Tian
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-04-01
Schriftenreihe:Remote Sensing
Schlagworte:
road extraction
U-Net
attention mechanism
residual densely connected blocks
dilated convolution
Online Zugang:https://www.mdpi.com/2072-4292/14/9/2061
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