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Development of regularization methods on simulated ground-penetrating radar signals to predict thin asphalt overlay thickness

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4612-5280-1openalex-snapshot
Methods for Solving Incorrectly Posed Problems
inferredcites →https://doi.org/10.1007/bf01933214openalex-snapshot
The discrete picard condition for discrete ill-posed problems
inferredcites →https://doi.org/10.1016/b978-1-904275-26-8.50019-1openalex-snapshot
Digital Signal Processing
inferredcites →https://doi.org/10.1016/c2009-0-61134-xopenalex-snapshot
Parameter Estimation and Inverse Problems
inferredcites →https://doi.org/10.1016/j.conbuildmat.2005.06.005openalex-snapshot
Measuring layer thicknesses with GPR – Theory to practice
inferredcites →https://doi.org/10.1016/j.conbuildmat.2008.05.018openalex-snapshot
Measurement radius of reinforcing steel bar in concrete using digital image GPR
inferredcites →https://doi.org/10.1016/j.ndteint.2007.09.001openalex-snapshot
Automatic detection of multiple pavement layers from GPR data
inferredcites →https://doi.org/10.1016/j.ndteint.2011.03.002openalex-snapshot
Development and validation for in situ asphalt mixture density prediction models
inferredcites →https://doi.org/10.1016/j.ndteint.2014.05.002openalex-snapshot
An innovative method for measuring pavement dielectric constant using the extended CMP method with two air-coupled GPR systems
inferredcites →https://doi.org/10.1016/j.ndteint.2015.03.001openalex-snapshot
Application of regularized deconvolution technique for predicting pavement thin layer thicknesses from ground penetrating radar data
inferredcites →https://doi.org/10.1016/j.ndteint.2015.11.005openalex-snapshot
Development of an analytic approach utilizing the extended common midpoint method to estimate asphalt pavement thickness with 3-D ground-penetrating radar
inferredcites →https://doi.org/10.1016/s0963-8695(01)00010-xopenalex-snapshot
In situ measurements of hot-mix asphalt dielectric properties
inferredcites →https://doi.org/10.1017/cbo9780511543418openalex-snapshot
Theory of Remote Image Formation
inferredcites →https://doi.org/10.1038/115492c0openalex-snapshot
Linear Integral Equations
inferredcites →https://doi.org/10.1046/j.1365-246x.1998.00652.xopenalex-snapshot
Truncated SVD methods for discrete linear ill-posed problems
inferredcites →https://doi.org/10.1046/j.1365-2478.2001.00290.xopenalex-snapshot
From the Hagedoorn imaging technique to Kirchhoff migration and inversion
inferredcites →https://doi.org/10.1080/00102208708947087openalex-snapshot
Short Communication
inferredcites →https://doi.org/10.1080/00401706.1979.10489751openalex-snapshot
Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
inferredcites →https://doi.org/10.1080/10298436.2014.973027openalex-snapshot
Algorithm development for the application of ground-penetrating radar on asphalt pavement compaction monitoring
inferredcites →https://doi.org/10.1080/10589759.2011.556730openalex-snapshot
Sublayer-thickness inversion of asphalt layer from ground penetrating radar data
inferredcites →https://doi.org/10.1080/10589759.2012.695787openalex-snapshot
Time-varying deconvolution of GPR data in civil engineering
inferredcites →https://doi.org/10.1088/0031-9112/37/4/035openalex-snapshot
Inverse Problems in Astronomy
inferredcites →https://doi.org/10.1109/36.921410openalex-snapshot
A matched-filter-based reverse-time migration algorithm for ground-penetrating radar data
inferredcites →https://doi.org/10.1109/icgpr.2012.6254888openalex-snapshot
Support Vector Regression method applied to thin pavement thickness estimation by GPR
inferredcites →https://doi.org/10.1109/jstars.2013.2266792openalex-snapshot
Measurement of Dielectric Permittivity and Thickness of Snow and Ice on a Brackish Lagoon Using GPR
inferredcites →https://doi.org/10.1109/proc.1986.13407openalex-snapshot
The deconvolution problem: An overview
inferredcites →https://doi.org/10.1109/tgrs.1991.817705openalex-snapshot
Effect of moisture on asphaltic concrete at microwave frequencies
inferredcites →https://doi.org/10.1109/tgrs.2015.2419235openalex-snapshot
Efficient Deconvolution of Ground-Penetrating Radar Data
inferredcites →https://doi.org/10.1109/tim.2010.2078310openalex-snapshot
Sparse Reconstruction From GPR Data With Applications to Rebar Detection
inferredcites →https://doi.org/10.1117/12.541748openalex-snapshot
Comparative analysis of UWB deconvolution and feature-extraction algorithms for GPR landmine detection
inferredcites →https://doi.org/10.1137/080714488openalex-snapshot
Probing the Pareto Frontier for Basis Pursuit Solutions
inferredcites →https://doi.org/10.1137/0914086openalex-snapshot
The Use of the L-Curve in the Regularization of Discrete Ill-Posed Problems
inferredcites →https://doi.org/10.1137/1034115openalex-snapshot
Analysis of Discrete Ill-Posed Problems by Means of the L-Curve
inferredcites →https://doi.org/10.1190/1.1441367openalex-snapshot
The limits of resolution of zero-phase wavelets
inferredcites →https://doi.org/10.3141/1806-09openalex-snapshot
Approach to Determining In Situ Dielectric Constant of Pavements: Development and Implementation at Interstate 81 in Virginia
inferredcites →https://doi.org/10.3141/2152-03openalex-snapshot
In-Place Hot-Mix Asphalt Density Estimation Using Ground-Penetrating Radar

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4686099openalex-extracted
Estimation of Depth in Concrete Using Smartphone-Equipped Handheld Gpr and Hyperbolic Curve Fitting
inferred← citeshttps://doi.org/10.1007/978-981-15-9809-8_58openalex-snapshot
Concrete Bridge Crack Detection Using Convolutional Neural Network
inferred← citeshttps://doi.org/10.1007/s10712-019-09556-6openalex-snapshot
Real-Time Density and Thickness Estimation of Thin Asphalt Pavement Overlay During Compaction Using Ground Penetrating Radar Data
inferred← citeshttps://doi.org/10.1007/s11760-024-03518-1openalex-snapshot
PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads
inferred← citeshttps://doi.org/10.1007/s12205-021-1095-5openalex-snapshot
FDTD Simulation for Moisture Asphalt Pavement Thickness and Density Estimation Utilizing Ground Penetrating Radar
inferred← citeshttps://doi.org/10.1016/j.aci.2018.10.001openalex-snapshot
Artificial Neural Networks and Machine Learning techniques applied to Ground Penetrating Radar: A review
inferred← citeshttps://doi.org/10.1016/j.autcon.2023.105179openalex-snapshot
Automated detection of through-cracks in pavement using three-instantaneous attributes fusion and Swin Transformer network
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2017.06.103openalex-snapshot
Pavement drainage pipe condition assessment by GPR image reconstruction using FDTD modeling
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2017.06.132openalex-snapshot
Time-frequency analysis of air-coupled GPR data for identification of delamination between pavement layers
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2018.02.081openalex-snapshot
Innovative method for recognizing subgrade defects based on a convolutional neural network
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2020.121949openalex-snapshot
Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2021.123521openalex-snapshot
Development of asphalt mixture density estimation model applicable to wide air void content range using ground penetrating radar
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2023.131564openalex-snapshot
Bayesian optimization based random forest and extreme gradient boosting for the pavement density prediction in GPR detection
inferred← citeshttps://doi.org/10.1016/j.dsp.2022.103690openalex-snapshot
Non-stationary random noise removal in ground-penetrating radar images by using self-guided filtering
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e38154openalex-snapshot
Millimeter accuracy depth estimation in concrete using smartphone-equipped handheld GPR and hyperbolic curve fitting with antenna distance consideration
inferred← citeshttps://doi.org/10.1016/j.jappgeo.2024.105397openalex-snapshot
The ground penetrating radar response recognition of hidden dam defects using multi-output convolutional neural network
inferred← citeshttps://doi.org/10.1016/j.matpr.2022.11.356openalex-snapshot
Concrete bridge crack detection by image processing technique by using the improved OTSU method
inferred← citeshttps://doi.org/10.1016/j.measurement.2022.111281openalex-snapshot
GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.120213openalex-snapshot
Mitigating spreading effects in coplanar capacitive sensing via regularized image deconvolution using an estimated PSF
inferred← citeshttps://doi.org/10.1016/j.ndteint.2018.08.001openalex-snapshot
Prediction of thin asphalt concrete overlay thickness and density using nonlinear optimization of GPR data
inferred← citeshttps://doi.org/10.1016/j.ndteint.2019.04.008openalex-snapshot
Algorithm development for real-time thin asphalt concrete overlay compaction monitoring using ground-penetrating radar
inferred← citeshttps://doi.org/10.1016/j.sigpro.2016.07.032openalex-snapshot
Advanced Ground Penetrating Radar Signal Processing Techniques
inferred← citeshttps://doi.org/10.1016/j.tust.2021.103987openalex-snapshot
Water and mud inrush hazard in underground engineering: Genesis, evolution and prevention
inferred← citeshttps://doi.org/10.1038/s41598-023-41212-3openalex-snapshot
A denoising method based on cyclegan with attention mechanisms for improving the hidden distress features of pavement
inferred← citeshttps://doi.org/10.1038/s41598-023-46752-2openalex-snapshot
Cement pavement void detection algorithm based on GPR signal and continuous wavelet transform method
inferred← citeshttps://doi.org/10.1061/jpeodx.pveng-1775openalex-snapshot
Ultrathin Wearing Course for Pavement Preventive Maintenance: A State-of-the-Art Review
inferred← citeshttps://doi.org/10.1109/ddcls.2019.8908968openalex-snapshot
Multiple Blockage Identification of Drainage Pipeline Based on VMD Feature Fusion and Support Vector Machine
inferred← citeshttps://doi.org/10.1109/gpr69898.2026.11678021openalex-snapshot
Void Detection Beneath Cement Concrete Slabs Using Ground Penetrating Radar Echo Signal Features and SVM Classification
inferred← citeshttps://doi.org/10.1109/icgpr.2018.8441659openalex-snapshot
Ground Penetrating Radar Applications in Mapping Underground Utilities
inferred← citeshttps://doi.org/10.1109/jstars.2022.3165660openalex-snapshot
Detecting Subsurface Voids From GPR Images by 3-D Convolutional Neural Network Using 2-D Finite Difference Time Domain Method
inferred← citeshttps://doi.org/10.1109/lawp.2022.3152843openalex-snapshot
Parameter Inversion by a Modified Reflected Signal Reconstruction Method for Thin-Layered Media
inferred← citeshttps://doi.org/10.1109/lgrs.2016.2645605openalex-snapshot
Extraction of the Pavement Permittivity and Thickness From Measured Ground-Coupled GPR Data Using a Ground-Wave Technique
inferred← citeshttps://doi.org/10.1109/lgrs.2018.2873045openalex-snapshot
A Linear Prediction and Support Vector Regression-Based Debonding Detection Method Using Step-Frequency Ground Penetrating Radar
inferred← citeshttps://doi.org/10.1109/tgrs.2018.2862627openalex-snapshot
Super-Resolution of 3-D GPR Signals to Estimate Thin Asphalt Overlay Thickness Using the XCMP Method
inferred← citeshttps://doi.org/10.1109/tgrs.2018.2866991openalex-snapshot
Sensitive Damage Detection of Reinforced Concrete Bridge Slab by “Time-Variant Deconvolution” of SHF-Band Radar Signal
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3351894openalex-snapshot
Layered Media Parameter Inversion Method Based on Deconvolution Autoencoder and Self-Attention Mechanism Using GPR Data
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3426316openalex-snapshot
Prediction of Antenna Reflection Coefficient in Presence of Multilayer Media: A Fast Spectral Domain Approach
inferred← citeshttps://doi.org/10.1109/tits.2021.3088312openalex-snapshot
Time-Delay Estimation by Enhanced Orthogonal Matching Pursuit Method for Thin Asphalt Pavement With Similar Permittivity
inferred← citeshttps://doi.org/10.1109/tits.2022.3174626openalex-snapshot
Novel YOLOv3 Model With Structure and Hyperparameter Optimization for Detection of Pavement Concealed Cracks in GPR Images
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SWC-Net and Multi-Phase Heterogeneous FDTD Model for Void Detection Underneath Airport Pavement Slab
inferred← citeshttps://doi.org/10.1177/0361198119841038openalex-snapshot
Real-Time Monitoring of Asphalt Concrete Pavement Density during Construction using Ground Penetrating Radar: Theory to Practice
inferred← citeshttps://doi.org/10.23860/diss-asadi-pouria-2019openalex-snapshot
COMPUTER VISION BASED METHOD FOR AUTOMATIC REBAR DETECTION IN GROUND PENETRATING RADAR DATA
inferred← citeshttps://doi.org/10.23919/eucap68105.2026.11612474openalex-snapshot
Landmine Detection and Discrimination by GPR-Data-Driven Models
inferred← citeshttps://doi.org/10.2749/copenhagen.2026.0142openalex-snapshot
Void Thickness Estimation inside Concrete by Spectral Centroid of Portable GPR Signals
inferred← citeshttps://doi.org/10.3390/app131810028openalex-snapshot
Least Squares Reverse Time Migration of Ground Penetrating Radar Data Based on Modified Total Variation
inferred← citeshttps://doi.org/10.3390/app15137586openalex-snapshot
Quality Control of Asphalt Mixes Using EM Density Gauge: A Statistical Evaluation of Field Durability
inferred← citeshttps://doi.org/10.3390/coatings11111398openalex-snapshot
Homogeneity Assessment of Asphalt Concrete Base in Terms of a Three-Dimensional Air-Launched Ground Penetrating Radar
inferred← citeshttps://doi.org/10.3390/rs13061081openalex-snapshot
Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance
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Study on GPR Image Restoration for Urban Complex Road Surfaces Using an Improved CycleGAN
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Low Compaction Level Detection of Newly Constructed Asphalt Pavement Based on Regional Index
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Fully Automated Millimeter-Order Depth Estimation in Concrete Using Smartphone-Mounted Handheld GPR and Curve Fitting Techniques
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Fully Automated Millimeter-Order Depth Estimation in Concrete Using Smartphone-Mounted Handheld GPR and Curve Fitting Techniques
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Prediction of Antenna Reflection Coefficient in Presence of Multilayer Media: A Fast Analytical Solution
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Development of new GPR methodologies for soil and cement concrete pavement assessment
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