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Study on GPR Image Restoration for Urban Complex Road Surfaces Using an Improved CycleGAN

In urban road detection using Ground Penetrating Radar (GPR), challenges arise from complex and variable road structures and diversified detection environments. These unstable factors decrease GPR detection signal strength and cause signal shape distortion, negatively affecting detection accuracy. T...

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Principais autores: Xinxin Huang, Jialin Liu, Feng Yang, Xu Qiao, Liang Gao, Tingyang Fu, Jianshe Zhao
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-02-01
coleção:Remote Sensing
Assuntos:
urban roads
surface interference
Ground-Penetrating Radar
CycleGAN
CBAM
image restoration
Acesso em linha:https://www.mdpi.com/2072-4292/17/5/823
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