Subsurface Object 3D Modeling Based on Ground Penetration Radar Using Deep Neural Network

Reconstructing unseen spaces in collapsed structures for search and rescue via deep learning based radargram inversion

(2022) Da Hu et al.   AUTOMATION IN CONSTRUCTION

Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar

(2022) Jinglun Feng et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Improving 3D Metric GPR Imaging Using Automated Data Collection and Learning-Based Processing

(2022) Jinglun Feng et al.   IEEE SENSORS JOURNAL

Deep Learning-Based Subsurface Target Detection From GPR Scans

(2021) Feifei Hou et al.   IEEE SENSORS JOURNAL

Three-dimensional convolutional neural network–based underground object classification using three-dimensional ground penetrating radar data

(2020) Shekhroz Khudoyarov et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

3-D Multistatic Ground Penetrating Radar Imaging for Augmented Reality Visualization

(2020) Mauricio Pereira et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

(2020) Feifei Hou et al.   AUTOMATION IN CONSTRUCTION

Back-fill grouting quality evaluation of the shield tunnel using ground penetrating radar with bi-frequency back projection method

(2020) Xiongyao Xie et al.   AUTOMATION IN CONSTRUCTION

Fusion and Visualization of Bridge Deck Nondestructive Evaluation Data via Machine Learning

(2020) Sara Mohamadi et al.   Frontiers in Materials

Automatic detection of retinal regions using fully convolutional networks for diagnosis of abnormal maculae in optical coherence tomography images

(2019) Zhongyang Sun et al.   JOURNAL OF BIOMEDICAL OPTICS

GPR imaging criteria

(2019) Tess X.H. Luo et al.   JOURNAL OF APPLIED GEOPHYSICS

Automatic hyperbola detection and fitting in GPR B-scan image

(2019) Wentai Lei et al.   AUTOMATION IN CONSTRUCTION

3D GPR Image-based UcNet for Enhancing Underground Cavity Detectability

(2019) Man-Sung Kang et al.   Remote Sensing

Toward Automatic Subsurface Pipeline Mapping by Fusing a Ground-Penetrating Radar and a Camera

(2019) Haifeng Li et al.   IEEE Transactions on Automation Science and Engineering

Neural network based inspection of voids and karst conduits in hydro–electric power station tunnels using GPR

(2018) Gokhan Kilic et al.   JOURNAL OF APPLIED GEOPHYSICS

A blind test of nondestructive underground void detection by ground penetrating radar (GPR)

(2018) Wallace W.L. Lai et al.   JOURNAL OF APPLIED GEOPHYSICS

Railway Track Condition Assessment at Network Level by Frequency Domain Analysis of GPR Data

(2018) Simona Fontul et al.   Remote Sensing

Underground structure defect detection and reconstruction using crosshole GPR and Bayesian waveform inversion

(2016) Hui Qin et al.   AUTOMATION IN CONSTRUCTION

gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar

(2016) Craig Warren et al.   COMPUTER PHYSICS COMMUNICATIONS

Estimating Features of Underground Utilities: Hybrid GPR/GPS Approach

(2016) Shuai Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Uncertainty-aware geospatial system for mapping and visualizing underground utilities

(2015) Shuai Li et al.   AUTOMATION IN CONSTRUCTION

Back-projection algorithm based on self-correlation for ground-penetrating radar imaging

(2015) Hairu Zhang et al.   Journal of Applied Remote Sensing

Improved high-resolution GPR imaging and characterization of prehistoric archaeological features by means of attribute analysis

(2015) Wenke Zhao et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Cross-polarized GPR imaging of fracture flow channeling

(2015) Georgios P. Tsoflias et al.   Journal of Earth Science

A Comparative Study of GPR Reconstruction Approaches for Landmine Detection

(2014) Maria A. Gonzalez-Huici et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

GPR abilities in investigation of the pavement transversal cracks

(2013) Lech Krysiński et al.   JOURNAL OF APPLIED GEOPHYSICS

Ground penetrating radar imaging of water leaks from buried pipes based on back-projection method

(2012) Sevket Demirci et al.   NDT & E INTERNATIONAL

Remote Sensing of Soil Moisture Content by GPR Signal Processing in the Frequency Domain

(2011) Andrea Benedetto et al.   IEEE SENSORS JOURNAL

Field observations and numerical models of GPR response from vertical pavement cracks

(2011) Nectaria Diamanti et al.   JOURNAL OF APPLIED GEOPHYSICS

Sparse Reconstruction From GPR Data With Applications to Rebar Detection

(2010) Francesco Soldovieri et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Water content evaluation in unsaturated soil using GPR signal analysis in the frequency domain

(2010) Andrea Benedetto   JOURNAL OF APPLIED GEOPHYSICS

Preliminary use of ground-penetrating radar and electrical resistivity tomography to study tree roots in pine forests and poplar plantations

(2008) Terenzio Zenone et al.   FUNCTIONAL PLANT BIOLOGY