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 | 37 | 2021 |
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 | 29 | 2017 |
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 | 22 | 2017 |
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 | 16 | 2014 |
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 | 13 | 2022 |
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 | 11 | 2020 |
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 | 9 | 2016 |
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 | 9 | 2013 |
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 | 8 | 2021 |
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 | 8 | 2011 |
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 | 7 | 2021 |
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 | 4 | 2020 |
Origin-destination matrix by using inductive loop detector D Guilbert, C Le Bastard, A Bacelar Transport Research Arena Europe, sp, 2010 | 4 | 2010 |
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 | 3 | 2022 |
Optimized full-waveform inversion method for characterization of the waterproofing membrane in bridges V Buliuk, A Ihamouten, C Heinkele, G Andreoli, D Guilbert, Y Fargier, ... 2023 12th International Workshop on Advanced Ground Penetrating Radar …, 2023 | 2 | 2023 |
Parametric Study to Evaluate the Geometry and Coupling Effect on the Efficiency of a Novel FMM Tool Embedded in Cover Concrete for Corrosion Monitoring S Kadkhodazadeh, A Ihamouten, D Souriou, X Dérobert, D Guilbert Remote Sensing 14 (21), 5593, 2022 | 2 | 2022 |
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 | 2 | 2021 |
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 | 2 | 2016 |
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 | 2 | 2015 |
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 | 1 | 2022 |