GPR monitoring for road transport infrastructure: A systematic review and machine learning insights

M Rasol, JC Pais, V Pérez-Gracia, M Solla… - … and Building Materials, 2022 - Elsevier
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 …

A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis

WWL Lai, X Derobert, P Annan - Ndt & E International, 2018 - Elsevier
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 …

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 …

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 …

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 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 …

From its core to the niche: Insights from GPR applications

F Lombardi, F Podd, M Solla - Remote Sensing, 2022 - mdpi.com
Thanks to its non-destructive, high-resolution imaging possibilities and its sensitivity to both
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 …

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) …

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 …