| 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 | 9 | 2022 |
| 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 | 5 | 2021 |
| Numerical parametric study to classify and estimate pavement characteristics using GPR and machine learning methods G Andreoli, A Ihamouten, V Buliuk, C Fauchard, R Jaufer, X Dérobert 1st International Data Science for Pavements Symposium, 2022 | 4 | 2022 |
| 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 |
| 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 | 2 | 2022 |
| Detection of anomalies in bridge waterproof membrane using artificial intelligence applied to GPR V Buliuk, C Heinkele, A Ihamouten, R Jaufer, SS Todkar, G Andreoli, ... Data Science in Pavement Symposium, 2022 | 1 | 2022 |
| 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 | 1 | 2021 |
| Use of Deep Lerning on GPR data for parameter inversion of buried cylindrical pipes R Jaufer, A Ihamouten, SS Todkar, F Bosc, Y Goyat, X Dérobert NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring …, 2021 | 1 | 2021 |
| 3D mapping of underground utility networks using ultra-wideband multi antenna array step frequency radar R Mohamed Jaufer Nantes Université, 2022 | | 2022 |
| Analyse de données GPR (Ground Penetrating Radar) par machine learning: trois projets sur les infrastructures de transports G Andreoli, P Foucher, D Guilbert, C Fauchard, C Heinkelé, R Jaufer Journée de la recherche du Cerema 2022-Quelles recherches pour le climat et …, 2022 | | 2022 |
| Deep learning based real-time automatic hyperbola detection on GPR data for buried utility network mapping RM Jaufer, A Ihamouten, D Guilbert, T Chateau, X Dérobert 1st Data Science in Pavement Symposium, 2022 | | 2022 |
| Évaluation intelligente, à grand rendement et non destructive des caractéristiques de collage dans les chaussées G Andreoli, A Ihamouten, R Jaufer, S Todkar, V Buliuk, X Dérobert Ferec, 2021 | | 2021 |
| Numerical modeling using gprMax to identify a subsurface tack coat for SVM classification G Andreoli, A Ihamouten, C Fauchard, R Jaufer, SS Todkar, D Guilbert, ... NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring …, 2021 | | 2021 |
| Utilisation de l’intelligence artificielle pour la cartographie électromagnétique des anomalies des chapes d’étanchéité dans les ouvrages RM Jaufer, V Buliuk, A Ihamouten, G Andreoli, C Heinkelé, JM Simonin Revue Générale des Routes et de l'Aménagement, 2021 | | 2021 |
| Détection et classification des réseaux enterrés par techniques électromagnétiques hybrides A Ihamouten, RM Jaufer, X Dérobert, D Guilbert, T Chateau Revue Générale des Routes et de l'Aménagement, 2021 | | 2021 |
| SVM sensitivity analysis on the influence of the top pavement layer on thin debonding detection using numerical GPR data SS Todkar, R Jaufer, V Baltazart, C Fauchard, A Ihamouten 18th International Conference on Ground Penetrating Radar, 396-399, 2020 | | 2020 |
| Équipe de recherche ENDSUM, Cerema G Andreoli, P Foucher, D Guilbert, C Fauchard, C Heinkelé, R Jaufer | | |
