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 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 …

Detection and localization of rebar in concrete by deep learning using ground penetrating radar

H Liu, C Lin, J Cui, L Fan, X **e, BF Spencer - Automation in construction, 2020 - Elsevier
Ground penetrating radar (GPR) has been widely used for detection and localization of
reinforced steel bar (rebar) in concrete in a non-destructive way. However, manual …

An overview of ground-penetrating radar signal processing techniques for road inspections

A Benedetto, F Tosti, LB Ciampoli, F D'amico - Signal processing, 2017 - Elsevier
Ground-penetrating radar (GPR) was firstly used in traffic infrastructure surveys during the
first half of the Seventies for testing in tunnel applications. From that time onwards, such non …

Advances of deep learning applications in ground-penetrating radar: A survey

Z Tong, J Gao, D Yuan - Construction and Building Materials, 2020 - Elsevier
Deep learning has achieved state-of-the-art performance on signal and image processing.
Due to the remarkable success, it has been applied in more challenging tasks, such as …

Asphalt pavement density measurement using non-destructive testing methods: Current practices, challenges, and future vision

S Wang, X Sui, Z Leng, J Jiang, G Lu - Construction and building materials, 2022 - Elsevier
Asphalt concrete (AC) pavement density, an indicator of compaction degree, requires
accurate prediction for quality control (QC) and quality assurance (QA) purposes. Non …

Pavement-distress detection using ground-penetrating radar and network in networks

Z Tong, D Yuan, J Gao, Y Wei, H Dou - Construction and Building Materials, 2020 - Elsevier
This study proposes a nondestructive testing technique for pavement distress detection
using ground-penetrating radar and network in networks. Ground-penetrating radar signals …

An integrated investigative approach in health monitoring of masonry arch bridges using GPR and InSAR technologies

AM Alani, F Tosti, LB Ciampoli, V Gagliardi… - NDT & E …, 2020 - Elsevier
This paper provides an overview of the existing health monitoring and assessment methods
for masonry arch bridges. In addition, a novel “integrated” holistic non-destructive approach …

BIM-GIS-based integrated framework for underground utility management system for earthwork operations

A Sharafat, MS Khan, K Latif, WA Tanoli, W Park… - Applied Sciences, 2021 - mdpi.com
Underground utilities are important assets that provide basic services for society's daily life.
They are generally very complex and remain unnoticed until they fail due to any particular …