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 …

Developments in 3D visualisation of the rail tunnel subsurface for inspection and monitoring

T McDonald, M Robinson, GY Tian - Applied Sciences, 2022 - mdpi.com
Featured Application The review presented in this work has practical application to the
conception, development and refinement of new technologies and visualisation frameworks …

Ground penetrating radar for buried utilities detection and mapping: a review

H Ali, NSM Ideris, AFA Zaidi, MSZ Azalan… - Journal of Physics …, 2021 - iopscience.iop.org
This paper presents a review on Ground Penetrating Radar (GPR) detection and mapping of
buried utilities which have been widely used as non-destructive investigation and efficiently …

A CNN model for predicting size of buried objects from GPR B-Scans

N Barkataki, B Tiru, U Sarma - Journal of Applied Geophysics, 2022 - Elsevier
A convolutional neural networks (CNN) model for predicting size of buried objects from
ground penetrating radar (GPR) B-Scans is proposed. As a pre-processing step, Sobel …

Underground cylindrical objects detection and diameter identification in GPR B-scans via the CNN-LSTM framework

W Lei, J Luo, F Hou, L Xu, R Wang, X Jiang - Electronics, 2020 - mdpi.com
Ground penetrating radar (GPR), as a non-invasive instrument, has been widely used in the
civil field. The interpretation of GPR data plays a vital role in underground infrastructures to …

GPR B-scan image denoising via multi-scale convolutional autoencoder with data augmentation

J Luo, W Lei, F Hou, C Wang, Q Ren, S Zhang, S Luo… - Electronics, 2021 - mdpi.com
Ground-penetrating radar (GPR), as a non-invasive instrument, has been widely used in civil
engineering. In GPR B-scan images, there may exist random noise due to the influence of …

3D reconstruction system and multiobject local tracking algorithm designed for billiards

FJ Rodriguez-Lozano, JC Gámez-Granados… - Applied …, 2023 - Springer
The use of virtual reality or augmented reality systems in billiards sports are useful tools for
pure entertainment or improving the player's skills. Depending on the purpose of these …

A Method for Extracting Contours of Building Facade Hollowing Defects Using Polarization Thermal Images Based on Improved Canny Algorithm

D Zhu, J Li, F Wang, X Gong, W Cong, P Wang, Y Liu - Buildings, 2023 - mdpi.com
During the service process of high-rise buildings, hollowing defects may be produced in the
decorative layer, which not only affect the appearance, but also create a safety hazard of …

Automated Detection of Hyperbola-Shaped Signature in Sub-Bottom Profiler Sonar Image with Morphological Processing

P Chen, S Lu, C Cai - IEEE Transactions on Geoscience and …, 2024 - ieeexplore.ieee.org
Subbottom profilers (SBPs) using shipboard sonar can acquire massive amounts of data
during exploration missions. Some geological intrusions and artificially buried objects show …

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 …