Automatic analysis of GPR images: A pattern-recognition approach

E Pasolli, F Melgani, M Donelli - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In this paper, we propose a novel pattern-recognition system to identify and classify buried
objects from ground-penetrating radar (GPR) imagery. The entire process is subdivided into …

An automatic GPR B-scan image interpreting model

X Zhou, H Chen, J Li - IEEE Transactions on Geoscience and …, 2018 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) has been widely used as a nondestructive tool for the
investigation of the subsurface, but it is challenging to automatically process the generated …

Leveraging multi-source label learning for underground object recognition

D Lyu, L Chen, T Ban, X Wang, Q Zhu… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Currently, numerous deep learning (DL) methods have been proposed for the recognition of
ground penetrating radar (GPR) B-scan images. Due to the sensitivity of GPR imaging to …

Underground anomaly detection in gpr data by learning in the c3 model space

X Zhou, S Liu, A Chen, Q Chen, F Xiong… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) provides an effective means for underground anomaly
detection, but it is also accompanied by some practical issues such as the lack of prior …

Mapping the buried cable by ground penetrating radar and gaussian-process regression

X Zhou, Q Chen, S Lyu, H Chen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid expansion of urban areas and the increasing use of electricity, the need for
locating buried cables is becoming urgent. In this article, a novel method to locate …

[HTML][HTML] Optimising Ground Penetrating Radar data interpretation: A hybrid approach with AI-assisted Kalman Filter and Wavelet Transform for detecting and locating …

A Afrasiabi, A Faramarzi, D Chapman… - Journal of Applied …, 2025 - Elsevier
Abstract Ground Penetrating Radar (GPR) is widely used for detecting buried utilities, but
data interpretation remains challenging due to noise and clutter. Although various methods …

Ground penetrating radar system: principles

M Rasol, V Pérez-Gracia, FM Fernandes… - Handbook of Cultural …, 2022 - Springer
Ground penetrating radar is a geophysical survey method widely applied to the assessment
and monitoring of cultural heritage buildings. It is commonly used as a method of structural …

Ellipse inversion model for estimating the orientation and radius of pipes from gpr image

X Zhou, Q Chen, S Lyu, H Chen - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
Ground penetrating radar (GPR) has been widely used as a nondestructive tool to image the
subsurface. When the GPR's detecting direction is perpendicular to the orientation of a …

Enhanced Anomaly Detection in GPR Data by Combining Spatial and Dynamic Information

C Wei, X Zhou, S Liu, H Chen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Detecting and classifying subsurface anomalies in urban infrastructure management is
crucial and challenging due to the complexity of underground conditions, with ground …

From Data to D3 Model: Adaptive Subsurface Anomaly Detection in GPR Data

S Liu, X Zhou, H Chen - IEEE Transactions on Geoscience and …, 2024 - ieeexplore.ieee.org
Urban development requires meticulous attention to subsurface conditions to ensure the
reliable operation of roads and facilities. A ground penetrating radar (GPR) offers a …