End-to-end deep learning model for underground utilities localization using GPR

Y Su, J Wang, D Li, X Wang, L Hu, Y Yao… - Automation in …, 2023 - Elsevier
Underground utilities (UUs) are key infrastructures in urban life operations. The localization
of UUs is vital to governments and residents in terms of asset management, utility planning …

A critical review and bibliometric analysis on applications of ground penetrating radar in science based on web of science database

N Elshaboury, E Mohammed Abdelkader, A Al-Sakkaf… - Eng, 2023 - mdpi.com
Ground-penetrating radar (GPR) is an established technology with a wide range of
applications for civil engineering, geological research, archaeological studies, and …

[HTML][HTML] 3D reconstruction in underground utilities

Y Su, J Wang, X Wang, Y Yao, W Shou - Automation in Construction, 2023 - Elsevier
Underground utilities (UU) play a vital role in modern life. Creating an accurate, up-to-date,
and comprehensive digital representation of underground infrastructure has become a top …

Intelligent enhancement and identification of pipeline hyperbolic signal in 3D ground penetrating radar data

Y Shen, G Ye, T Zhang, T Yu, Y Zhang, Z Yu - Automation in Construction, 2025 - Elsevier
Concealed pipeline maintenance in aging residential areas faces a key challenge of
discrepancies between existing data and reality. Ground-penetrating radar with dense, high …

Overview of Promising Solutions in Subsurface Sounding Equipment

IV Bryakin, IV Bochkarev, VR Khramshin, VR Gasiyarov - Sensors, 2023 - mdpi.com
This overview analyzes current advances in the equipment for detecting various subsurface
metal and metal-containing objects. Various metal detector types are discussed alongside …

Surface and subsurface sinkholes and karstic cavities in the Uppermost Jurassic–Lower Cretaceous Sulaiy Formation in An Narjis District, Riyadh, Central Saudi …

SS Alarifi - Journal of Applied Geophysics, 2024 - Elsevier
Ground-penetrating radar (GPR) techniques have gradually improved for imaging different
types of subsurface sedimentary structures, particularly in the top zone of carbonate rocks …

Detection of Hyperbolic Reflections on Real GPR Data Using YOLO Model Trained with Synthetic Data

Ž Bugarinović, M Gavrilović, A Ristić… - 2024 47th …, 2024 - ieeexplore.ieee.org
This paper analyzes the application of the YOLO algorithm to automatically recognize
hyperbolic reflections on radargrams. A specific shape of hyperbolic reflection on …

UAS-based GPR system

A Beni, L Miccinesi, M Pieraccini… - 2023 12th International …, 2023 - ieeexplore.ieee.org
This paper presents a Ground Penetrating Radar (GPR) system based on a drone, or
Unmanned Aerial System (UAS). UAS-based GPR systems could represent the future in the …

[PDF][PDF] A ResNet-Based Attention Network for Hyperbola Recognition in Ground-Penetrating Radargrams.

H Ye, A Yang, J Luo, M Li, D Zhou - IAENG International Journal of …, 2023 - iaeng.org
As a non-destructive examination tool, ground penetrating radar (GPR) is essential for
locating subsurface items and illuminating the underground environment. Unfortunately …

Automatic 3D Reconstruction for As-built Underground Utilities

Y Su - 2024 - espace.curtin.edu.au
This thesis addresses three challenges in the 3D reconstruction of underground utilities.
Firstly, it introduces a high-precision ground penetrating radar-based deep learning model …