David Guilbert
Publications
Publications
Numerical parametric study for ballast assessment using SVM applied to GPR data20th International Conference on Ground Penetrating Radar (GPR 2024), Jun 2024, Changchun, China |
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Optimized Full-Waveform Inversion Method for Characterization of the Waterproofing Membrane in Bridges2023 12th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Jul 2023, Lisbonne, Portugal. pp.1-4, ⟨10.1109/iwagpr57138.2023.10329021⟩ |
Deep learning based real-time automatic hyperbola detection on GPR data for buried utility network mapping1st Data Science in Pavement Symposium, Mar 2022, McLean, Virginia, United States |
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The use of machine learning method to classify electromagnetic characteristics of pavement tack coat19th International Conference on Ground Penetrating Radar (GPR 2022), Jun 2022, Golden Colorado, United States. ⟨10.1190/gpr2022-022.1⟩ |
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Deep convolutional neural network for estimation of depth and radius from GPR raw signalsNSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120222⟩ |
Experimental Study to Characterize a Magneto-Functional Technology vs. Corrosion in Reinforced Concrete StructuresNSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120021⟩ |
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Deep learning based automatic hyperbola detection on GPR data for buried utility pipes mapping2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Dec 2021, Valletta, France. pp.1-6, ⟨10.1109/IWAGPR50767.2021.9843151⟩ |
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Numerical modeling using gprMax to identify a subsurface tack coat for SVM classificationNSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120040⟩ |
Ray-based method vs. SVM for the inversion of embedded cylindrical pipe’s parameters from GPR data: Numerical comparative study18th International Conference on Ground Penetrating Radar, Golden, Colorado, 14–19 June 2020, Jun 2020, Golden, United States. pp.356-359, ⟨10.1190/gpr2020-093.1⟩ |
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Structural health monitoring of civil engineering structures using GPR detection of patch antenna resonance frequency changes10th International Workshop on Advanced Ground Penetrating Radar, Sep 2019, The Hague, Netherlands |
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Roadway Interface Analysis with A Support Vector Regression Based Linear Prediction Method Using Stepped-Frequency RadarIGARSS 2019, IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp. 3598-3601, ⟨10.1109/IGARSS.2019.8899302⟩ |
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Monitoring of water imbibition of a particular porous pavement structure by impulse and step-frequency radar2018 17th International Conference on Ground Penetrating Radar (GPR), Jun 2018, Rapperswil, France. ⟨10.1109/ICGPR.2018.8441526⟩ |
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Detection of debondings with ground penetrating radar using a machine learning methodIWAGPR 2017, 9th International Workshop on Advanced Ground Penetrating Radar, Jun 2017, Édimbourg, United Kingdom. 6p, ⟨10.1109/IWAGPR.2017.7996056⟩ |
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Modeling of step-frequency radar wave propagation through partially wet limestoneGPR 2016, 16th International Conference of Ground Penetrating Radar, Jun 2016, Hong Kong, China. 6p, ⟨10.1109/ICGPR.2016.7572691⟩ |
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Re-identification by Inductive Loop Detector: Experimentation on target origin - Destination matrixIEEE Intelligent Vehicles Symposium, Jun 2013, Gold Coast, Australia. 6p, ⟨10.1109/IVS.2013.6629666⟩ |
Origin-Destination matrix by Using Inductive Loop DetectorTransport Research Arena Europe, Jun 2010, Bruxelles, Belgium |
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Vehicule identification from inductive loops application: travel time estimation for a mixed population of cars and trucks14th International IEEE Annual Conference on Intelligent Transportation Systems, Oct 2011, Washington DC, United States. pp.507-5012 |
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Analyse de données GPR (Ground Penetrating Radar) par machine learning : trois projets sur les infrastructures de transportsJournée de la recherche du Cerema 2022 - Quelles recherches pour le climat et les territoires de demain?, Jun 2022, Paris NEWCAP Event Center, France |
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Assessment of Flexible Pavements by GPRMohammed SERHIR; Dominique LESSELIER. Ground Penetrating Radar, Wiley, 2024, 9781394284405. ⟨10.1002/9781394284405.ch6⟩ |
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Complex dielectric permittivity database of porous limestone (tuffeau)2020 |
Radar database over narrow debonded areas into pavement structure2023 |
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Compte-rendu de fin du projet ANR-18-CE22-0020 Amélioration de la Connaissance de milieux complexes composés de fissures et Inversion MultiParamètresANR-FORM-090601-01-01, Institut d'Électronique et des Technologies du numéRique; Institut Supérieur de l'Aéronautique et de l'Espace; Institut Catholique d'Arts et Métiers; Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement; Université Gustave Eiffel. 2023, pp.1-18 |
3DEXPERIENCity virtual Rennes RIM 3D – Le BIM des routesCerema - Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement. 2021 |
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Analyse et classification des signatures des véhicules provenant de capteurs magnétiques pour le développement des algorithmes « Intelligents » de gestion du traficTraitement du signal et de l'image [eess.SP]. UNIVERSITE DE NANTES, 2015. Français. ⟨NNT : ⟩ |