End-to-end deep learning model for underground utilities localization using GPR
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 …
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
Ground-penetrating radar (GPR) is an established technology with a wide range of
applications for civil engineering, geological research, archaeological studies, and …
applications for civil engineering, geological research, archaeological studies, and …
[HTML][HTML] 3D reconstruction in underground utilities
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 …
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 …
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 …
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 …
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
This paper analyzes the application of the YOLO algorithm to automatically recognize
hyperbolic reflections on radargrams. A specific shape of hyperbolic reflection on …
hyperbolic reflections on radargrams. A specific shape of hyperbolic reflection on …
UAS-based GPR system
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 …
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 …
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 …
Firstly, it introduces a high-precision ground penetrating radar-based deep learning model …