Automatic defect detection in operational high-speed railway tunnels guided by train-mounted ground penetrating radar generated data

Unsupervised learning method for rebar signal suppression and defect signal reconstruction and detection in ground penetrating radar images

(2023) Zhengfang Wang et al.   MEASUREMENT

Recognition of void defects in airport runways using ground-penetrating radar and shallow CNN

(2022) Jun Zhang et al.   AUTOMATION IN CONSTRUCTION

Vision Transformer for femur fracture classification

(2022) Leonardo Tanzi et al.   INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED

Automatic tunnel lining crack evaluation and measurement using deep learning

(2022) L. Minh Dang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Application of an Improved YOLOv5 Algorithm in Real-Time Detection of Foreign Objects by Ground Penetrating Radar

(2022) Zhi Qiu et al.   Remote Sensing

Convolutional networks and transformers for intelligent road tunnel investigations

(2022) Marco Martino Rosso et al.   COMPUTERS & STRUCTURES

Shield tunnel grouting layer estimation using sliding window probabilistic inversion of GPR data

(2021) Hui Qin et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

(2021) Hui Qin et al.   AUTOMATION IN CONSTRUCTION

Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks

(2021) Jing Wang et al.   AUTOMATION IN CONSTRUCTION

Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network

(2021) Senlin Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Generation of High-Precision Ground Penetrating Radar Images Using Improved Least Square Generative Adversarial Networks

(2021) Yunpeng Yue et al.   Remote Sensing

Risk Assessment for Electrified Railway Catenary System Under Comprehensive Influence of Geographical and Meteorological Factors

(2021) Ding Feng et al.   IEEE Transactions on Transportation Electrification

Semi-automatic detection of buried rebar in GPR data using a genetic algorithm

(2020) Yanhui Wang et al.   AUTOMATION IN CONSTRUCTION

Detection and localization of rebar in concrete by deep learning using ground penetrating radar

(2020) Hai Liu et al.   AUTOMATION IN CONSTRUCTION

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Three-dimensional images generated from diffuse ultrasound wave: detections of multiple cracks in concrete structures

(2019) Hanyu Zhan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Pavement-distress detection using ground-penetrating radar and network in networks

(2019) Zheng Tong et al.   CONSTRUCTION AND BUILDING MATERIALS

An Automatic GPR B-Scan Image Interpreting Model

(2018) Xiren Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Template-matching based detection of hyperbolas in ground-penetrating radargrams for buried utilities

(2016) Florence Sagnard et al.   Journal of Geophysics and Engineering

Detection of Rockfall on a Tunnel Concrete Lining with Ground-Penetrating Radar (GPR)

(2016) Anne Lalagüe et al.   ROCK MECHANICS AND ROCK ENGINEERING

A novel edge detection for buried target extraction after SVD-2D wavelet processing

(2014) Jing Zheng et al.   JOURNAL OF APPLIED GEOPHYSICS

Using pattern recognition to automatically localize reflection hyperbolas in data from ground penetrating radar

(2013) Christian Maas et al.   COMPUTERS & GEOSCIENCES

A Data Pair-Labeled Generalized Hough Transform for Radar Location of Buried Objects

(2013) C. G. Windsor et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Classification of Ground-Penetrating-Radar Signals for Railway-Ballast Assessment

(2011) Wenbin Shao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING