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David Guilbert
David Guilbert
Phd, Cerema
Adresse e-mail validée de cerema.fr
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One-class SVM based outlier detection strategy to detect thin interlayer debondings within pavement structures using Ground Penetrating Radar data
SS Todkar, V Baltazart, A Ihamouten, X Dérobert, D Guilbert
Journal of Applied Geophysics, 104392, 2021
262021
Detection of debondings with ground penetrating radar using a machine learning method
SS Todkar, C Le Bastard, A Ihamouten, V Baltazart, X Dérobert, ...
2017 9th International Workshop on Advanced Ground Penetrating Radar (IWAGPR …, 2017
212017
Near-field full-waveform inversion of ground-penetrating radar data to monitor the water front in limestone
B Guan, A Ihamouten, X Dérobert, D Guilbert, S Lambot, G Villain
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
172017
Robust blind deconvolution process for vehicle re-identification by an Inductive Loop Detector
D Guilbert, S Ieng, C Le Bastard, Y Wang
Sensors Journal 14 (12), 4315-4322, 2014
142014
A preliminary numerical study to compare the physical method and machine learning methods applied to GPR data for underground utility network characterization
RM Jaufer, A Ihamouten, Y Goyat, SS Todkar, D Guilbert, A Assaf, ...
Remote Sensing 14 (4), 1047, 2022
82022
Linking degree of saturation with the complex dielectric permittivity of limestone in a GPR frequency band using SVR
D Guilbert, B Guan, A Ihamouten, G Villain, X Dérobert
IEEE Transactions on Instrumentation and Measurement 70, 1-9, 2020
82020
State machine for detecting vehicles by magnetometer sensors
D Guilbert, C Le Bastard, SS Ieng, Y Wang
IEEE Sensors Journal 16 (13), 5127-5128, 2016
82016
Re-identification by Inductive Loop Detector: Experimentation on target origin—Destination matrix
D Guilbert, C Le Bastard, SS Ieng, Y Wang
2013 IEEE Intelligent Vehicles Symposium (IV), 1421-1427, 2013
72013
Vehicule identification from inductive loops application: Travel time estimation for a mixed population of cars and trucks
C Le Bastard, D Guilbert, A Delepoulle, A Boubezoul, SS Ieng, Y Wang
2011 14th International IEEE Conference on Intelligent Transportation …, 2011
72011
PUMA applied to time delay estimation for processing GPR data over debonded pavement structures
B Tchana Tankeu, V Baltazart, Y Wang, D Guilbert
Remote Sensing 13 (17), 3456, 2021
62021
Deep learning based automatic hyperbola detection on GPR data for buried utility pipes mapping
R Jaufer, A Ihamouten, D Guilbert, S Todkar, T Yaram, X Derobert
2021 11th International Workshop on Advanced Ground Penetrating Radar …, 2021
52021
Ray-based method vs. SVM for the inversion of embedded cylindrical pipe’s parameters from GPR data: Numerical comparative study
R Jaufer, SS Todkar, A Ihamouten, Y Goyat, D Guilbert, A Caucheteux, ...
18th International Conference on Ground Penetrating Radar, 356-359, 2020
52020
Origin-destination matrix by using inductive loop detector
D Guilbert, C Le Bastard, A Bacelar
Transport Research Arena Europe, sp, 2010
32010
Experimental Parametric Study of a Functional-Magnetic Material Designed for the Monitoring of Corrosion in Reinforced Concrete Structures
D Souriou, S Kadkhodazadeh, X Dérobert, D Guilbert, A Ihamouten
Remote Sensing 14 (15), 3623, 2022
22022
Modeling of stepped-frequency radar wave propagation through partially wet limestone
B Guan, A Ihamouten, D Guilbert, F Bosc, X Derobert, G Villain, S Lambot
2016 16th International Conference on Ground Penetrating Radar (GPR), 1-6, 2016
22016
Analyse et classification des signatures des véhicules provenant de capteurs magnétiques pour le développement des algorithmes «Intelligents» de gestion du trafic
D Guilbert
Université de Nantes, 2015
22015
The use of machine learning method to classify electromagnetic characteristics of pavement tack coat
G Andreoli, A Ihamouten, R Jaufer, S Savant, D Guilbert, ML Nguyen, ...
19th International Conference on Ground Penetrating Radar, 43-46, 2022
12022
Deep convolutional neural network for estimation of depth and radius from GPR raw signals
R Jaufer, C Heinkele, N Loubat, D Guilbert, A Ihamouten
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring …, 2021
12021
Dielectric relaxation of iron corrosion products in limestone under saline environment
B Fan, D Souriou, F Bosc, D Guilbert, S Kadkhodazadeh, A Ihamouten, ...
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring …, 2021
12021
The use of impulse and stepped‐frequency radar to characterize the hydric behaviour of a porous pavement structure
X Derobert, A Ihamouten, D Guilbert, F Bosc, F Bernardin
Near Surface Geophysics 17 (3-GPR in Civil and Environmental Engineering …, 2019
12019
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