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David Guilbert

31
Documents

Publications

Numerical parametric study for ballast assessment using SVM applied to GPR data

Ernest Mbubia Tchoua , David Guilbert , Jérôme Tissier , A. Martin , Théo Dezert
20th International Conference on Ground Penetrating Radar (GPR 2024), Jun 2024, Changchun, China
Conference papers hal-04563766v1
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Optimized Full-Waveform Inversion Method for Characterization of the Waterproofing Membrane in Bridges

Viktoriia Buliuk , Amine Ihamouten , Christophe Heinkele , Grégory Andreoli , David Guilbert
2023 12th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Jul 2023, Lisbonne, Portugal. pp.1-4, ⟨10.1109/iwagpr57138.2023.10329021⟩
Conference papers hal-04331899v1

Deep learning based real-time automatic hyperbola detection on GPR data for buried utility network mapping

Rakeeb Mohamed Jaufer , Amine Ihamouten , David Guilbert , Thierry Chateau , Xavier Dérobert
1st Data Science in Pavement Symposium, Mar 2022, McLean, Virginia, United States
Conference papers hal-04464223v1
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The use of machine learning method to classify electromagnetic characteristics of pavement tack coat

Grégory Andreoli , Amine Ihamouten , Rakeeb Jaufer , Shreedhar Savant Todkar , David Guilbert
19th International Conference on Ground Penetrating Radar (GPR 2022), Jun 2022, Golden Colorado, United States. ⟨10.1190/gpr2022-022.1⟩
Conference papers hal-03681766v1

Deep learning based automatic hyperbola detection on GPR data for buried utility pipes mapping

Rakeeb Mohamed Jaufer , Amine Ihamouten , David Guilbert , Shreedhar Savant Todkar , Tarun Yaram
2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Dec 2021, Valletta, France. pp.1-6, ⟨10.1109/IWAGPR50767.2021.9843151⟩
Conference papers hal-04464225v1
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Deep convolutional neural network for estimation of depth and radius from GPR raw signals

R. Jaufer , C. Heinkele , N. Loubat , David Guilbert , Amine Ihamouten
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120222⟩
Conference papers hal-03653514v1

Experimental Study to Characterize a Magneto-Functional Technology vs. Corrosion in Reinforced Concrete Structures

David Souriou , Amine Ihamouten , S. Kadkhodazadeh , B. Fan , David Guilbert
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120021⟩
Conference papers hal-03327535v1
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Numerical modeling using gprMax to identify a subsurface tack coat for SVM classification

G. Andreoli , Amine Ihamouten , C. Fauchard , R. Jaufer , Shreedhar Savant Todkar
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120040⟩
Conference papers hal-03329536v1

Ray-based method vs. SVM for the inversion of embedded cylindrical pipe’s parameters from GPR data: Numerical comparative study

Rakeeb Jaufer , Shreedhar Savant Todkar , Amine Ihamouten , Yann Goyat , David Guilbert
18th 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⟩
Conference papers hal-04464226v1

Structural health monitoring of civil engineering structures using GPR detection of patch antenna resonance frequency changes

Théo Richard , David Guilbert , Amine Ihamouten , Hartmut W. Gundel , Caroline Borderon
10th International Workshop on Advanced Ground Penetrating Radar, Sep 2019, The Hague, Netherlands
Conference papers hal-03023918v1

Roadway Interface Analysis with A Support Vector Regression Based Linear Prediction Method Using Stepped-Frequency Radar

Cédric Le Bastard , J. Pan , Yide Wang , S. Todkar , Amine Ihamouten
IGARSS 2019, IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp. 3598-3601, ⟨10.1109/IGARSS.2019.8899302⟩
Conference papers hal-02993052v1

Monitoring of water imbibition of a particular porous pavement structure by impulse and step-frequency radar

Amine Ihamouten , X. Dérobert , F. Bosc , D. Guilbert , J.N. Gaudin
2018 17th International Conference on Ground Penetrating Radar (GPR), Jun 2018, Rapperswil, France. ⟨10.1109/ICGPR.2018.8441526⟩
Conference papers hal-01872670v1

Detection of debondings with ground penetrating radar using a machine learning method

Shreedhar Savant Todkar , Cédric Le Bastard , Amine Ihamouten , Vincent Baltazart , Xavier Derobert
IWAGPR 2017, 9th International Workshop on Advanced Ground Penetrating Radar, Jun 2017, Édimbourg, United Kingdom. 6p, ⟨10.1109/IWAGPR.2017.7996056⟩
Conference papers hal-01599327v1

Modeling of step-frequency radar wave propagation through partially wet limestone

Borui Guan , Amine Ihamouten , David Guilbert , Frédéric Bosc , Xavier Derobert
GPR 2016, 16th International Conference of Ground Penetrating Radar, Jun 2016, Hong Kong, China. 6p, ⟨10.1109/ICGPR.2016.7572691⟩
Conference papers hal-01599679v1
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Re-identification by Inductive Loop Detector: Experimentation on target origin - Destination matrix

David Guilbert , Cédric Le Bastard , Sio Song Ieng , Yide Wang
IEEE Intelligent Vehicles Symposium, Jun 2013, Gold Coast, Australia. 6p, ⟨10.1109/IVS.2013.6629666⟩
Conference papers hal-00795232v1

Vehicule identification from inductive loops application: travel time estimation for a mixed population of cars and trucks

Cédric Le Bastard , David Guilbert , Antoine Delepoulle , Abderrahmane Boubezoul , Sio Song Ieng
14th International IEEE Annual Conference on Intelligent Transportation Systems, Oct 2011, Washington DC, United States. pp.507-5012
Conference papers hal-00799801v1

Origin-Destination matrix by Using Inductive Loop Detector

David Guilbert , Cédric Le Bastard , Alexis Bacelar
Transport Research Arena Europe, Jun 2010, Bruxelles, Belgium
Conference papers hal-00562057v1
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A Preliminary Numerical Study to Compare the Physical Method and Machine Learning Methods Applied to GPR Data for Underground Utility Network Characterization

Rakeeb Mohamed Jaufer , Amine Ihamouten , Yann Goyat , Shreedhar Savant Todkar , David Guilbert
Remote Sensing, 2022, 14 (4), pp.1047. ⟨10.3390/rs14041047⟩
Journal articles hal-04464208v1
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Experimental Parametric Study of a Functional-Magnetic Material Designed for the Monitoring of Corrosion in Reinforced Concrete Structures

David Souriou , Sima Kadkhodazadeh , Xavier Dérobert , David Guilbert , Amine Ihamouten
Remote Sensing, 2022, 14 (15), pp.3623. ⟨10.3390/rs14153623⟩
Journal articles hal-03814873v1
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Parametric Study to Evaluate the Geometry and Coupling Effect on the Efficiency of a Novel FMM Tool Embedded in Cover Concrete for Corrosion Monitoring

Sima Kadkhodazadeh , Amine Ihamouten , David Souriou , Xavier Dérobert , David Guilbert
Remote Sensing, 2022, 14 (21), pp.5593. ⟨10.3390/rs14215593⟩
Journal articles hal-04012823v1
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PUMA applied to time delay estimation for processing GPR data over debonded pavement structures

Bachir Tchana Tankeu , Vincent Baltazart , Yide Wang , David Guilbert
Remote Sensing, 2021, 13 (17), pp.3456. ⟨10.3390/rs13173456⟩
Journal articles hal-03327708v1

Linking degree of saturation with the complex dielectric permittivity of limestone in a GPR frequency band using SVR

David Guilbert , Borui Guan , Amine Ihamouten , Géraldine Villain , Xavier Dérobert
IEEE Transactions on Instrumentation and Measurement, 2020, pp.1-1. ⟨10.1109/TIM.2020.3024037⟩
Journal articles hal-02998749v1
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The use of impulse and stepped frequency radar to characterize the hydric behaviour of a porous pavement structure

Xavier Derobert , Amine Ihamouten , David Guilbert , Frédéric Bosc , Frédéric Bernardin
Near Surface Geophysics, 2019, 17 (3), pp.201-212. ⟨10.1002/nsg.12044⟩
Journal articles hal-02133940v1

Near-field full-waveform inversion of radar waves to monitor water front in limestone

Borui Guan , Amine Ihamouten , Xavier Derobert , David Guilbert , Sébastien Lambot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (10), 9p. ⟨10.1109/JSTARS.2017.2743215⟩
Journal articles hal-01599949v1

State Machine for Detecting Vehicles by Magnetometer Sensors

David Guilbert , Cédric Le Bastard , Sio Song Ieng , Yide Wang
IEEE Sensors Journal, 2016, 16 (13), pp 5127-5128. ⟨10.1109/JSEN.2016.2560903⟩
Journal articles hal-01393902v1

Robust blind deconvolution process for vehicle re-identification by an Inductive Loop Detector

David Guilbert , Sio Song Ieng , Cédric Le Bastard , Yide Wang
IEEE Sensors Journal, 2014, 14 (12), pp.4315-4322. ⟨10.1109/JSEN.2014.2345755⟩
Journal articles hal-01058308v1
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Analyse de données GPR (Ground Penetrating Radar) par machine learning : trois projets sur les infrastructures de transports

Grégory Andreoli , Philippe Foucher , David Guilbert , Cyrille Fauchard , Christophe Heinkelé
Journée de la recherche du Cerema 2022 - Quelles recherches pour le climat et les territoires de demain?, Jun 2022, Paris NEWCAP Event Center, France
Conference poster hal-04030014v1
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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 MultiParamètres

David Guilbert , Vincent Baltazart , Christophe Bourlier , Xavier Dérobert , Laurent Ferro-Famil
ANR-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
Reports hal-04525453v1