Automatic recognition and localization of underground pipelines in GPR B-scans using a deep learning model
Ground penetrating radar (GPR) is a popular non-destructive method for detecting and
locating underground pipelines. However, manual interpretation of a large number of GPR B …
locating underground pipelines. However, manual interpretation of a large number of GPR B …
Detection and localization of rebar in concrete by deep learning using ground penetrating radar
H Liu, C Lin, J Cui, L Fan, X Xie, 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 …
reinforced steel bar (rebar) in concrete in a non-destructive way. However, manual …
Review of artificial intelligence applications for virtual sensing of underground utilities
Accurately identifying the location and depth of buried utility assets became a considerable
challenge in the construction industry, for which accidental strikes can cause important …
challenge in the construction industry, for which accidental strikes can cause important …
States of practice and research on applying GPR technology for labeling and scanning constructed facilities
Abstract Ground Penetration Radar (GPR) is now a mature technology with various
applications for scanning different types of constructed facilities including underground …
applications for scanning different types of constructed facilities including underground …
Automatic recognition of defects behind railway tunnel linings in GPR images using transfer learning
Ground-penetrating radar (GPR) is widely used for non-destructive detection of hidden
defects behind railway tunnel linings, including non-compactness, air-and water-filled voids …
defects behind railway tunnel linings, including non-compactness, air-and water-filled voids …
Some good practices for applying convolutional neural networks to buried threat detection in Ground Penetrating Radar
D Reichman, LM Collins… - 2017 9th International …, 2017 - ieeexplore.ieee.org
Ground Penetrating Radar (GPR) is a remote sensing modality that has been researched
extensively for buried threat detection. For this purpose, algorithms can be developed to …
extensively for buried threat detection. For this purpose, algorithms can be developed to …
An improved convolutional neural network system for automatically detecting rebar in GPR data
As a mature technology, ground penetration radar (GPR) is now widely employed in
detecting rebar and other embedded elements in concrete structures. Manually recognizing …
detecting rebar and other embedded elements in concrete structures. Manually recognizing …
Improving convolutional neural networks for buried target detection in ground penetrating radar using transfer learning via pretraining
The Ground Penetrating Radar (GPR) is a remote sensing modality that has been used to
collect data for the task of buried threat detection. The returns of the GPR can be organized …
collect data for the task of buried threat detection. The returns of the GPR can be organized …
A large-scale multi-institutional evaluation of advanced discrimination algorithms for buried threat detection in ground penetrating radar
In this paper, we consider the development of algorithms for the automatic detection of
buried threats using ground penetrating radar (GPR) measurements. GPR is one of the most …
buried threats using ground penetrating radar (GPR) measurements. GPR is one of the most …
Automatic corrosive environment detection of RC bridge decks from ground-penetrating radar data based on deep learning
Detecting the corrosive environment of reinforced concrete (RC) bridge decks is of critical
importance for evaluating the reliability and safety of bridge structures. However, accurately …
importance for evaluating the reliability and safety of bridge structures. However, accurately …