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

D Hu, J Chen, S Li - Automation in Construction, 2022 - Elsevier
This paper developed a novel deep learning-based approach to processing ground-
penetrating radar (GPR) radargrams to reconstruct the occluded interior spaces of collapsed …

Automatic detection of road subsurface distress utilizing ground penetrating radar technology: A state-of-the-art review

L Cui, L Li, W Zhang, F Sun, D Fan, H Zhang, F Jiao… - Measurement, 2025 - Elsevier
Early detection of subsurface distress is significant for condition assessment and
maintenance optimization, contributing to reduced maintenance costs and extended service …

MV-GPRNet: multi-view subsurface defect detection network for airport runway inspection based on GPR

N Li, R Wu, H Li, H Wang, Z Gui, D Song - Remote Sensing, 2022 - mdpi.com
The detection and restoration of subsurface defects are essential for ensuring the structural
reliability of airport runways. Subsurface inspections can be performed with the aid of a robot …

Deep-learning-guided high-resolution subsurface reflectivity imaging with application to ground-penetrating radar data

K Gao, C Donahue, BG Henderson… - Geophysical Journal …, 2023 - academic.oup.com
Subsurface reflectivity imaging is one of the most important geophysical characterization
methods for revealing subsurface structures. In many cases, accurate subsurface reflectivity …

Robotic Inspection and Data Analytics to Localize and Visualize the Structural Defects of Concrete Infrastructure

J Feng, B Shang, E Hoxha… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
This paper presents an innovative robotic inspection system designed to enhance the
detection and analysis of structural defects in concrete infrastructure. The proposed …

SREMI: Super-resolution electromagnetic imaging with single-channel ground-penetrating radar

K Gao, CM Donahue, BG Henderson… - Journal of Applied …, 2022 - Elsevier
High-resolution near-surface imaging has important applications in civil engineering,
infrastructure inspection, military threat detection, geological characterization, and lunar and …