David Guilbert

Publications

Article dans une revue (10)

Experimental GPR datasets to characterize multi-layered pavement structures–Tack coat evaluation using hybridization method Grégory Andreoli,Amine Ihamouten,David Souriou,David Guilbert,Mai Lan Nguyenet al. Data in Brief, 2025, 62, pp.112009. ⟨10.1016/j.dib.2025.112009⟩ Article dans une revue hal-05235974v1
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 Guilbertet al. Remote Sensing, 2022, 14 (4), pp.1047. ⟨10.3390/rs14041047⟩ Article dans une revue hal-04464208v1
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⟩ Article dans une revue hal-03814873v1
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⟩ Article dans une revue hal-04012823v1
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⟩ Article dans une revue 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⟩ Article dans une revue hal-02998749v1
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⟩ Article dans une revue 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 Lambotet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (10), 9p. ⟨10.1109/JSTARS.2017.2743215⟩ Article dans une revue 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⟩ Article dans une revue 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⟩ Article dans une revue hal-01058308v1

Communication dans un congrès (17)

Numerical parametric study for ballast assessment using SVM applied to GPR data Ernest Mbubia Tchoua,David Guilbert,Jérôme Tissier,A. Martin,Théo Dezertet al. 20th International Conference on Ground Penetrating Radar (GPR 2024), Jun 2024, Changchun, China Communication dans un congrès hal-04563766v1
Optimized Full-Waveform Inversion Method for Characterization of the Waterproofing Membrane in Bridges Viktoriia Buliuk,Amine Ihamouten,Christophe Heinkele,Grégory Andreoli,David Guilbertet al. 2023 12th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Jul 2023, Lisbonne, Portugal. pp.1-4, ⟨10.1109/iwagpr57138.2023.10329021⟩ Communication dans un congrès 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 Communication dans un congrès hal-04464223v1
The use of machine learning method to classify electromagnetic characteristics of pavement tack coat Grégory Andreoli,Amine Ihamouten,Rakeeb Jaufer,Shreedhar Savant Todkar,David Guilbertet al. 19th International Conference on Ground Penetrating Radar (GPR 2022), Jun 2022, Golden Colorado, United States. ⟨10.1190/gpr2022-022.1⟩ Communication dans un congrès 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 Yaramet al. 2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Dec 2021, Valletta, France. pp.1-6, ⟨10.1109/IWAGPR50767.2021.9843151⟩ Communication dans un congrès hal-04464225v1
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⟩ Communication dans un congrès 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⟩ Communication dans un congrès hal-03327535v1
Numerical modeling using gprMax to identify a subsurface tack coat for SVM classification G. Andreoli,Amine Ihamouten,C. Fauchard,R. Jaufer,Shreedhar Savant Todkaret al. NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120040⟩ Communication dans un congrès 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 Guilbertet al. 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⟩ Communication dans un congrès 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 Borderonet al. 10th International Workshop on Advanced Ground Penetrating Radar, Sep 2019, The Hague, Netherlands Communication dans un congrès 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 Ihamoutenet al. IGARSS 2019, IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp. 3598-3601, ⟨10.1109/IGARSS.2019.8899302⟩ Communication dans un congrès 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. Gaudinet al. 2018 17th International Conference on Ground Penetrating Radar (GPR), Jun 2018, Rapperswil, France. ⟨10.1109/ICGPR.2018.8441526⟩ Communication dans un congrès 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 Derobertet al. IWAGPR 2017, 9th International Workshop on Advanced Ground Penetrating Radar, Jun 2017, Édimbourg, United Kingdom. 6p, ⟨10.1109/IWAGPR.2017.7996056⟩ Communication dans un congrès hal-01599327v1
Modeling of step-frequency radar wave propagation through partially wet limestone Borui Guan,Amine Ihamouten,David Guilbert,Frédéric Bosc,Xavier Derobertet al. GPR 2016, 16th International Conference of Ground Penetrating Radar, Jun 2016, Hong Kong, China. 6p, ⟨10.1109/ICGPR.2016.7572691⟩ Communication dans un congrès hal-01599679v1
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⟩ Communication dans un congrès hal-00795232v1
Origin-Destination matrix by Using Inductive Loop Detector David Guilbert,Cédric Le Bastard,Alexis Bacelar Transport Research Arena Europe, Jun 2010, Bruxelles, Belgium Communication dans un congrès hal-00562057v1
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 Ienget al. 14th International IEEE Annual Conference on Intelligent Transportation Systems, Oct 2011, Washington DC, United States. pp.507-5012 Communication dans un congrès hal-00799801v1

Poster de conférence (1)

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 Heinkeléet al. Journée de la recherche du Cerema 2022 - Quelles recherches pour le climat et les territoires de demain?, Jun 2022, Paris NEWCAP Event Center, France Poster de conférence hal-04030014v1

Chapitre d'ouvrage (1)

Assessment of Flexible Pavements by GPR Xavier Dérobert,Amine Ihamouten,Vincent Baltazart,David Guilbert,Shreedhar Savant Todkaret al. Mohammed SERHIR; Dominique LESSELIER. Ground Penetrating Radar, Wiley, 2024, 9781394284405. ⟨10.1002/9781394284405.ch6⟩ Chapitre d'ouvrage hal-04631776v1

Autre publication scientifique (1)

Complex dielectric permittivity database of porous limestone (tuffeau) Xavier Dérobert,David Guilbert,Borui Guan,Amine Ihamouten,Géraldine Villain 2020 Autre publication scientifique hal-04283406v1

Pré-publication, Document de travail (1)

Radar database over narrow debonded areas into pavement structure Xavier Dérobert,David Guilbert,Borui Guan,Amine Ihamouten,Géraldine Villain 2023 Pré-publication, Document de travail hal-04283400v1

Rapport (2)

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-Familet al. 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 Rapport (rapport contrat/projet) hal-04525453v1
3DEXPERIENCity virtual Rennes RIM 3D – Le BIM des routes Grégory Andreoli,David Guilbert,Antoine Caucheteux,Fréderic Bosc Cerema - Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement. 2021 Rapport (rapport technique) hal-04614651v1

Thèse (1)

Analyse et classification des signatures des véhicules provenant de capteurs magnétiques pour le développement des algorithmes « Intelligents » de gestion du trafic David Guilbert Traitement du signal et de l'image [eess.SP]. UNIVERSITE DE NANTES, 2015. Français. ⟨NNT : ⟩ Thèse tel-01133516v1