GPR monitoring for road transport infrastructure: A systematic review and machine learning insights
Suitable road pavements assessment becomes essential to provide safe traffic movements
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …
A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis
Abstract The GPR (Ground Penetrating Radar) conference in Hong Kong year 2016 marked
the 30th anniversary of the initial meeting in Tifton, Georgia, USA on 1986. The conference …
the 30th anniversary of the initial meeting in Tifton, Georgia, USA on 1986. The conference …
A review on different pipeline fault detection methods
S Datta, S Sarkar - Journal of Loss Prevention in the Process Industries, 2016 - Elsevier
Pipeline faults like leakage and blockage always create problem for engineers. Detection of
exact fault quantity and its location is necessary for smooth functioning of a plant or industry …
exact fault quantity and its location is necessary for smooth functioning of a plant or industry …
Perturbation map** of water leak in buried water pipes via laboratory validation experiments with high-frequency ground penetrating radar (GPR)
WWL Lai, RKW Chang, JFC Sham, K Pang - Tunnelling and Underground …, 2016 - Elsevier
This paper studies the perturbation patterns of GPR images as a tool for water leakage
detection in buried water pipes with laboratory experiments. Different perturbations patterns …
detection in buried water pipes with laboratory experiments. Different perturbations patterns …
Map** subsurface utility pipes by 3-D convolutional neural network and Kirchhoff migration using GPR images
T Yamaguchi, T Mizutani… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we focus on ground-penetrating radar (GPR) for subsurface utility pipe
detection. Due to the dense and high-speed 3-D monitoring, GPR is a promising tool …
detection. Due to the dense and high-speed 3-D monitoring, GPR is a promising tool …
Detection of coal fire by deep learning using ground penetrating radar
R Gao, H Zhu, Q Liao, B Qu, L Hu, H Wang - Measurement, 2022 - Elsevier
Coal fire seriously endangers coal resources. Accurate detection of its combustion range is
the basis of disaster control. In this paper, a deep learning-based method of recognizing …
the basis of disaster control. In this paper, a deep learning-based method of recognizing …
From its core to the niche: Insights from GPR applications
Thanks to its non-destructive, high-resolution imaging possibilities and its sensitivity to both
conductive and dielectric subsurface structures, Ground-Penetrating Radar (GPR) has …
conductive and dielectric subsurface structures, Ground-Penetrating Radar (GPR) has …
Towards an improvement of GPR-based detection of pipes and leaks in water distribution networks
A De Coster, JLP Medina, M Nottebaere… - Journal of Applied …, 2019 - Elsevier
Ground-penetrating radar (GPR) is a non-destructive tool that can be used to help detecting
water leaks in water distribution networks. This study, which was undertaken in the …
water leaks in water distribution networks. This study, which was undertaken in the …
GPR pattern recognition of shallow subsurface air voids
TXH Luo, WWL Lai - Tunnelling and Underground Space Technology, 2020 - Elsevier
Countless subsurface voids in urban areas of cities threaten people's lives and property. A
workflow for automatically identifying subsurface voids from ground penetrating radar (GPR) …
workflow for automatically identifying subsurface voids from ground penetrating radar (GPR) …
Utilizing ground-penetrating radar for water leak detection and pipe material characterization in environmental studies: A case study
M Gamal, Q Di, J Zhang, C Fu, S Ebrahim… - Remote Sensing, 2023 - mdpi.com
Detecting and map** subsurface utilities in urban areas is crucial for identifying defects or
damages in drinking and sewage pipes that can cause leaks. These leaks make it difficult to …
damages in drinking and sewage pipes that can cause leaks. These leaks make it difficult to …