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 …

Combined use of GPR and other NDTs for road pavement assessment: An overview

A Elseicy, A Alonso-Díaz, M Solla, M Rasol… - Remote Sensing, 2022 - mdpi.com
Roads are the main transportation system in any country and, therefore, must be maintained
in good physical condition to provide a safe and seamless flow to transport people and …

GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection

Z Liu, X Gu, W Wu, X Zou, Q Dong, L Wang - Measurement, 2022 - Elsevier
The lack of data and poor quality of ground penetrating radar (GPR) images have limited the
development of the object detection for internal cracks in asphalt pavement. To address this …

Denoising method of ground-penetrating radar signal based on independent component analysis with multifractal spectrum

R Li, H Zhang, Z Chen, N Yu, W Kong, T Li, E Wang… - Measurement, 2022 - Elsevier
Denoising is commonly used to improve the signal-to-noise ratio of ground-penetrating
radar (GPR) for target detection and recognition. We propose an adaptive GPR denoising …

Review of GPR activities in Civil Infrastructures: Data analysis and applications

F Hou, X Rui, X Fan, H Zhang - Remote Sensing, 2022 - mdpi.com
Ground penetration radar (GPR) technology has received in-depth analysis and rapid
development in the field of civil engineering. GPR data analysis is one of the basic and …

Condition assessment of concrete-made structures using ground penetrating radar

M Alsharqawi, T Dawood, S Abdelkhalek… - Automation in …, 2022 - Elsevier
The condition assessment of civil engineering concrete-made structures has been a
prevalent research area over the last thirty years as a result of concrete deterioration …

Ground penetrating radar (GPR) applications in concrete pavements

A Joshaghani, M Shokrabadi - International Journal of Pavement …, 2022 - Taylor & Francis
This article aims to outline the established Ground Penetrating Radar (GPR) applications for
concrete pavements that are currently under development or not yet commonly applied …

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 …

Detection and characterization of cracks in highway pavement with the amplitude variation of GPR Diffracted waves: Insights from forward modeling and field data

S Guo, Z Xu, X Li, P Zhu - Remote Sensing, 2022 - mdpi.com
It is important to distinguish between two common defects, fatigue cracks and reflective
cracks, and determine their locations (the top and bottom) in the highway pavement because …

Automated assessment of reinforced concrete elements using ground penetrating radar

ST Kuchipudi, D Ghosh, H Gupta - Automation in Construction, 2022 - Elsevier
Abstract Ground Penetrating Radar (GPR) has been evolving as a reliable Nondestructive
tool for structural concrete inspections. Leveraging Electromagnetic waves enables the …