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Title: Data-driven evaluation of building materials using Ground Penetrating Radar

Journal Article · · Journal of Building Engineering

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
2407142
Journal Information:
Journal of Building Engineering, Journal Name: Journal of Building Engineering Journal Issue: C Vol. 95; ISSN 2352-7102
Publisher:
ElsevierCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (32)

Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning journal July 2022
Retrofitting strategy for building envelopes to achieve energy efficiency journal December 2017
Optimization of insulation thickness for external walls using different energy-sources journal September 2006
Infrared thermography (IRT) applications for building diagnostics: A review journal December 2014
Robust cascaded frequency filters to recognize rebar in GPR data with complex signal interference journal April 2021
Quantitative evaluation of steel corrosion induced deterioration in rubber concrete by integrating ultrasonic testing, machine learning and mesoscale simulation journal April 2022
Non-invasive estimation of moisture content in tuff bricks by GPR journal January 2018
Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm journal March 2021
Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network journal February 2022
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar journal December 2016
Radar Images of Leaks in Building Elements journal November 2015
A review of infrared thermography for the investigation of building envelopes: Advances and prospects journal October 2018
GPR B scan image analysis with deep learning methods journal December 2020
in situ measurement of pavement thickness and dielectric permittivity by GPR using an antenna array journal June 2014
Application of regularized deconvolution technique for predicting pavement thin layer thicknesses from ground penetrating radar data journal July 2015
Prediction of thin asphalt concrete overlay thickness and density using nonlinear optimization of GPR data journal December 2018
Comparative analysis of building insulation material properties and performance journal October 2020
Genetic Algorithms journal July 1992
Neural detection of pipe signatures in ground penetrating radar images journal March 2000
Using pattern recognition with HOG to automatically detect reflection hyperbolas in ground penetrating radar data conference November 2017
Identification of an effective learning approach to landmine detection conference April 2017
A neural network approach to the interpretation of ground penetrating radar data
  • Costamagna, E.; Gamba, P.; Lossani, S.
  • IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) https://doi.org/10.1109/IGARSS.1998.702923
conference January 1998
Material Classification of Underground Utilities From GPR Images Using DCT-Based SVM Approach journal November 2013
Improved Clutter Removal in GPR by Robust Nonnegative Matrix Factorization journal June 2020
Automatic Material Classification of Targets from GPR Data using Artificial Neural Networks conference November 2022
GPRInvNet: Deep Learning-Based Ground-Penetrating Radar Data Inversion for Tunnel Linings journal October 2021
Unsupervised data normalization for continuous dynamic monitoring by an innovative hybrid feature weighting-selection algorithm and natural nearest neighbor searching journal April 2023
Approach to Determining In Situ Dielectric Constant of Pavements: Development and Implementation at Interstate 81 in Virginia
  • Lahouar, Samer; Al-Qadi, Imad L.; Loulizi, Amara
  • Transportation Research Record: Journal of the Transportation Research Board, Vol. 1806, Issue 1 https://doi.org/10.3141/1806-09
journal January 2002
Successful Application of Ground-Penetrating Radar for Quality Assurance-Quality Control of New Pavements
  • Al-Qadi, Imad L.; Lahouar, Samer; Loulizi, Amara
  • Transportation Research Record: Journal of the Transportation Research Board, Vol. 1861, Issue 1 https://doi.org/10.3141/1861-10
journal January 2003
Machine-Learning-Based Methods for Acoustic Emission Testing: A Review journal October 2022
Inspecting Buildings Using Drones and Computer Vision: A Machine Learning Approach to Detect Cracks and Damages journal December 2021
GPR Signal Characterization for Automated Landmine and UXO Detection Based on Machine Learning Techniques journal October 2014

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