Xavier Dérobert

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Reinforced Concrete

Ground Penetrating Radar

Machine Learning

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Grégory Andreoli, Amine Ihamouten, Mai Lan Nguyen, Yannick Fargier, Cyrille Fauchard, Jean-Michel Simonin, Viktoriia Buliuk, David Souriou, Xavier Dérobert
On the variants of SVM methods applied to GPR data to classify tack coat characteristics in French pavements: two experimental case studies. CoRR (2023)
Rakeeb Mohamed Jaufer, Amine Ihamouten, Yann Goyat, Shreedhar Savant Todkar, David Guilbert, Ali Assaf, Xavier Dérobert
A Preliminary Numerical Study to Compare the Physical Method and Machine Learning Methods Applied to GPR Data for Underground Utility Network Characterization. Remote. Sens. 14 (4) (2022)
David Souriou, Sima Kadkhodazadeh, Xavier Dérobert, David Guilbert, Amine Ihamouten
Experimental Parametric Study of a Functional-Magnetic Material Designed for the Monitoring of Corrosion in Reinforced Concrete Structures. Remote. Sens. 14 (15) (2022)
Sima Kadkhodazadeh, Amine Ihamouten, David Souriou, Xavier Dérobert, David Guilbert
Parametric Study to Evaluate the Geometry and Coupling Effect on the Efficiency of a Novel FMM Tool Embedded in Cover Concrete for Corrosion Monitoring. Remote. Sens. 14 (21) (2022)
David Guilbert, Borui Guan, Amine Ihamouten, Géraldine Villain, Xavier Dérobert
Linking Degree of Saturation With the Complex Dielectric Permittivity of Limestone in a GPR Frequency Band Using SVR. IEEE Trans. Instrum. Meas. 70 (2021)
Xavier Dérobert, Vincent Baltazart, Jean-Michel Simonin, Shreedhar Savant Todkar, Christophe Norgeot, Ho-Yan Hui
GPR Monitoring of Artificial Debonded Pavement Structures throughout Its Life Cycle during Accelerated Pavement Testing. Remote. Sens. 13 (8) (2021)
Gianluca Gennarelli, Ilaria Catapano, Xavier Dérobert, Francesco Soldovieri
A Ground Penetrating Radar Imaging Approach for a Heterogeneous Subsoil With a Vertical Permittivity Gradient. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Cédric Le Bastard, Jingjing Pan, Yide Wang, Shreedhar Savant Todkar, Amine Ihamouten, Xavier Dérobert, David Guilbert, Meng Sun
Roadway Interface Analysis with A Support Vector Regression Based Linear Prediction Method Using Stepped-Frequency Radar. IGARSS (2019)
Cédric Le Bastard, Jingjing Pan, Yide Wang, Meng Sun, Shreedhar Savant Todkar, Vincent Baltazart, Nicolas Pinel, Amine Ihamouten, Xavier Dérobert, Christophe Bourlier
A Linear Prediction and Support Vector Regression-Based Debonding Detection Method Using Step-Frequency Ground Penetrating Radar. IEEE Geosci. Remote. Sens. Lett. 16 (3) (2019)
Shreedhar Savant Todkar, Cédric Le Bastard, Vincent Baltazart, Amine Ihamouten, Xavier Dérobert
Comparative Study of Classification Algorithms to Detect Interlayer Debondings within Pavement Structures from Step-Frequency Radar Data. IGARSS (2018)
Xavier Dérobert, Lara Pajewski
TU1208 Open Database of Radargrams: The Dataset of the IFSTTAR Geophysical Test Site. Remote. Sens. 10 (4) (2018)
Meng Sun, Cédric Le Bastard, Yide Wang, Nicolas Pinel, Jingjing Pan, Vincent Baltazart, Jean-Michel Simonin, Xavier Dérobert
Time Delay and Interface Roughness Estimation Using Modified ESPRIT With Interpolated Spatial Smoothing Technique. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Borui Guan, Amine Ihamouten, Xavier Dérobert, David Guilbert, Sébastien Lambot, Géraldine Villain
Near-Field Full-Waveform Inversion of Ground-Penetrating Radar Data to Monitor the Water Front in Limestone. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (10) (2017)
Cédric Le Bastard, Yide Wang, Vincent Baltazart, Xavier Dérobert
Time Delay and Permittivity Estimation by Ground-Penetrating Radar With Support Vector Regression. IEEE Geosci. Remote. Sens. Lett. 11 (4) (2014)
Amine Ihamouten, Géraldine Villain, Xavier Dérobert
Complex Permittivity Frequency Variations From Multioffset GPR Data: Hydraulic Concrete Characterization. IEEE Trans. Instrum. Meas. 61 (6) (2012)
Amine Ihamouten, Khaled Chahine, Vincent Baltazart, Géraldine Villain, Xavier Dérobert
On Variants of the Frequency Power Law for the Electromagnetic Characterization of Hydraulic Concrete. IEEE Trans. Instrum. Meas. 60 (11) (2011)
Khaled Chahine, Vincent Baltazart, Yide Wang, Xavier Dérobert, Cédric Le Bastard
Effects of frequency-dependent attenuation on the performance of time delay estimation techniques using ground penetrating radar. EUSIPCO (2009)
Cédric Le Bastard, Vincent Baltazart, Yide Wang, Xavier Dérobert, Joseph Saillard
ESPRITWED-UG and AV-ESPRITWED: Two new linear subspace algorithms for time delay estimation. EUSIPCO (2008)