A review of GPR application on transport infrastructures: Troubleshooting and best practices

M Solla, V Pérez-Gracia, S Fontul - Remote Sensing, 2021 - mdpi.com
The non-destructive testing and diagnosis of transport infrastructures is essential because of
the need to protect these facilities for mobility, and for economic and social development …

Automated detection of cracks in roads using ground penetrating radar

ME Torbaghan, W Li, N Metje, M Burrow… - Journal of applied …, 2020 - Elsevier
A critical assessment criterion for road condition assessment is the amount and severity of
cracking. Cracking causes a loss of structural capacity (ie strength and stiffness) and if …

Non-destructive GPR signal processing technique for thickness estimation of pavement, coal and ice layers: A review

SB Thomas, S Subbaraj, DR Sona, B Thomas - Journal of Applied …, 2024 - Elsevier
In recent years, there has been a significant surge in the utilization of Ground Penetrating
Radar (GPR) for measuring the thickness of subsurface layers, and researchers in this field …

Machine learning-empowered automatic analysis of distributed fiber optic sensor data for monitoring coincident corrosion and cracks in pipelines

Y Liu, Y Huang, Y Bao - Measurement, 2025 - Elsevier
Coincident crack and corrosion pose risks to pipelines and challenges for condition
monitoring. This paper presents a machine learning-empowered approach for automatically …

Angle-corrected GPR hyperbolic fitting models for improved parameter estimation

W He, WWL Lai - Tunnelling and Underground Space Technology, 2024 - Elsevier
Ground-penetrating radar (GPR) is commonly employed as a non-destructive technique for
detecting subsurface cylindrical objects such as pipes, cables, rebars, and tree roots …

Research on Real-Time Automatic Picking of Ground-Penetrating Radar Image Features by Using Machine Learning

Z Qiu, J Zeng, W Tang, H Yang, J Lu, Z Zhao - Horticulturae, 2022 - mdpi.com
Hard foreign objects such as bricks, wood, metal materials, and plastics in orchard soil can
affect the operational safety of garden machinery. Ground-Penetrating Radar (GPR) is …

Multiple objects automatic detection of GPR data based on the AC-EWV and genetic algorithm

G Cui, J Xu, Y Wang, S Zhao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The automatic detection of multiple objects in ground penetrating radar (GPR) data is
investigated by searching for the reflected hyperbolas of buried objects, which can reduce …

Experimental Investigation of Freezing Front Detection Behind Shield Tunnel Segments Using Ground-Penetrating Radar

X Yu, W Gao, F Li, D Yang, H Ding, J Zhang… - Rock Mechanics and …, 2024 - Springer
Monitoring and determining the development of frozen walls is a critical aspect of ensuring
safe tunnel construction during freezing periods. Traditional temperature measurements for …

A pipeline burial depth inversion method based on non-contact magnetic detection

T He, J Tang, K Liao, B Wang, J Tang, G He… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Noncontact magnetic detection technology has great application potential in the depth
detection of buried steel pipelines. However, the connection between burial depth and …

Bezier curve collision-free route planning using meta-heuristic optimization

A Machmudah, S Parman - Int. J. Artif. Intell. Robot, 2021 - ejournal.unitomo.ac.id
A collision-free route is very important for achieving sustainability in a manufacturing
process and vehicle robot trajectories that commonly operate in a hazardous environment …