Dominique LESSELIER

Dominique Lesselier, Fellow of The Institute of Physics, IEEE Life Senior Member, was born in Lons-le-Saunier, Jura, France, in August 1953. He received the Ingénieur degree from Ecole Supérieure d’Electricité (Supélec), Paris, France, in June 1975, and the Doctorat d’Etat es Sciences Physiques degree from the Université Pierre et Marie Curie, Paris, in March 1982. He has been with the Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France, since October 1981, and he is Director of Research CNRS Emeritus since Fall 1999, a position which was renewed for another five years in Fall 2024. He was a Visiting Scholar with the Department of Electrical Engineering, University of California at Los Angeles, Los Angeles, CA, USA, from 1982 to 1983. He belongs to the Laboratoire des Signaux et Systèmes (L2S), CNRS, CentraleSupélec, Université Paris-Saclay, Gif-sur-Yvette. As the Director (from 2006 to 2009) of the Groupement de Recherche CNRS “GDR Ondes,” he managed a network of scientists involved in the science of waves, and has been involved and is involved with the said GDR since its creation, at which he closely contributed, in 2002; in its name and on its behalf, for its 25th anniversary, he is to organize its 12th Plenary Conference in CentraleSupélec, Fall 2027. To note, he was a recipient of the R. W. P. King Award "given to an author under 36 years of age for the best paper published in the IEEE Transactions on Antennas and Propagation during the previous year", this was in October 1982. He is a member of the Electromagnetics Academy and of the International Union of Radio Science, Commission B. He has been on the International Advisory Panel of Inverse Problems (IoP) from 2005 to 2016, after serving on its Editorial Board from 1997 to 2004, and from 2003 to 2019, he was Associate Editor of Radio Science. From 1998 to 2025, he was on the Standing Committee of the Electromagnetic Non-Destructive Evaluation Workshop Series (ENDE) and the International Steering Committee of the International Symposia on Applied Electromagnetics and Mechanics (ISEM), from which he received the ISEM Chair-Person Ship Award in 2005. His scientific activity pertains to the development and the analysis of solution methods involving electromagnetic, acoustic, and elastic wavefields, direct, and mostly now inversion and physical imaging, aiming at the characterization of complex structures ("objects") in complex environments ("configurations"), from mathematical theory to technological reality. Hot stuff in the above as of lately: deep learning, uncertainty quantification, multi-modality/physical data fusion, and if to recap: (i) imaging that combines physical understanding and intelligent algorithmics, (ii) mapping internal structure (artificial, natural, biological), detecting damage, describing disorganization, (iii) managing incomplete data in uncertain context, + designing sources/sensors, (iv) keeping strong linkage between computational approach & physics (including model choice), data processing (scarce, incomplete, noisy, erroneous, etc.), image construction algorithms, (v) confronting controlled-laboratory data on proper platforms & workpieces/bodies, (vi) integrating into software platforms (w. GPU, ...). Among an ample scientific dissemination that is provided in a file linked to this website, as well as his detailed CV and a more personal description of his family story and parcours, emphasize that he (co-) guest edited five Special Sections of the IoP top-notch Journal Inverse Problems, the last one in 2024, and several books, including as of lately, now within The Sciences Encyclopedia, ISTE-Wiley, "Ground Penetrating Radar, from Theoretical Endeavors to Computational Electromagnetics, Signal Processing, Antenna Design and Field Application," 2024, and its French counterpart published in 2025. Maybe more importantly, he has directed/co-directed 33 PhD theses, + 1 on-going, and driven/co-driven 22 post-doctoral scientists, their positions spanning 33+ years. / CNRS

L2S, CentraleSupélec
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

Dissemination/CV/Perso

Publications

2025
Articles dans des revues

Transfer Learning for Data Fusion for Electromagnetic and Ultrasound Breast Imaging

Noël, Rodet, Lesselier
IEEE Transactions on Computational Imaging, 2025
Ouvrages scientifiques
Chapitres d’ouvrages scientifiques

GPR pour la reconstruction des racines d’arbres sous des conditions de sol hétérogènes

Aboudourib, Serhir, Lesselier
in Radar à pénétration de sol – Approches théoriques et computationnelles, traitement de signal, antennes et applications, pp. 213-246, ISTE Group, 2025
2024
Articles dans des revues

New trends in electromagnetic inverse problems

Dorn, Zhong, Lesselier
Inverse Probl., 40 (12), IOP Publishing, p. 120201, 2024

Identification and characterization of damaged fiber-reinforced laminates in a Bayesian framework

Noël, Rodet, Lesselier
International Journal of Applied Electromagnetics and Mechanics, 74 (4), p. 379-386, 2024
Communications dans des congrès

Ultrasonic and microwave data fusion for breast imaging within an artificial intelligence context involving a Bayesian approach and transfer learning

Noël, Rodet, Lesselier
2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting, Florence, Italie, 2024

Enhancing CFRP delamination detection: A Bayesian neural network approach Integrating spatial and temporal information

Noël, Rodet, Lesselier
27th International Workshop on Electromagnetic NDE (ENDE-2024), Mamallapuram, Tamil Nadu, Inde, 2024
Ouvrages scientifiques
Chapitres d’ouvrages scientifiques

GPR for Tree Roots Reconstruction under Heterogeneous Soil Conditions

Aboudourib, Serhir, Lesselier
in Ground Penetrating Radar, from Theoretical Endeavors to Computational Electromagnetics, Signal Processing, Antenna Design and Field Application, pp. 199-232, ISTE Ltd,John Wiley & Sons, Inc., 2024
2023
Articles dans des revues

Unrolled convolutional neural network for full-wave inverse scattering

Zhang, Lambert, Fraysse, Lesselier
IEEE Transactions on Antennas and Propagation, 71 (1), p. 947-956, 2023
Communications dans des congrès

Faire progresser l’imagerie du sein grâce à la fusion de données et à l’apprentissage par transfert : une exploration complète

Noël, Rodet, Lesselier
Dixième Conférence Plénière du GDR ONDES, Marseille, France, 2023

Electromagnetic Breast Imaging and Uncertainty Quantification with Bayesian Neural Networks

Noël, Rodet, Lesselier
Progress In Electromagnetics Research Symposium, Prague (Czech Republic), Tchéquie, 2023

Identification and characterization of damaged fiber-reinforced laminates in a Bayesian framework

Noël, Rodet, Lesselier
26th International Workshop on Electromagnetic Nondestructive Evaluation (ENDE) 2023, Thessaloniki, Grèce, 2023
2022
Articles dans des revues

Breast imaging by convolutional neural networks from joint microwave and ultrasonic data

Qin, Ran, Rodet, Lesselier
IEEE Transactions on Antennas and Propagation, 70 (8), p. 6265-6276, 2022

Group sparsity penalized contrast source solution method for 2-D non-linear inverse scattering

Zhang, Lambert, Fraysse, Lesselier
IEEE Open Journal of Antennas and Propagation, 3, p. 48-58, 2022

Fused microwave and ultrasonic breast imaging within the framework of a joint variational Bayesian approximation

Qin, Rodet, Lesselier
IEEE Transactions on Antennas and Propagation, 70 (12), p. 12199-12211, 2022
Communications dans des congrès

Breast imaging by cascaded CNN from joint microwave and ultrasonic data

Noël, Qin, Rodet, Lesselier
30th European Signal Processing Conference (EUSIPCO 2022), Belgrade, Serbie, 2022

Data fusion and non-destructive testing of damaged fiber-reinforced laminates

Noël, Rodet, Lesselier
25th International Workshop on Electromagnetic Nondestructive Evaluation (ENDE’22), Budapest, Hongrie, 2022

On breast imaging from joint microwave and acoustic data within a Bayesian framework

Qin, Rodet, Lesselier
16th European Conference on Antennas and Propagation, Madrid, Espagne, 2022

Imagerie ultrasonore adaptative appliquée à des structures anisotropes dont les propriétés matériaux sont inconnues

Ménard, Robert, Lesselier
Cofrend PhD 2020 4th Edition of the Doctoriales of COFREND, Virtual Event Dec 2020, Paris, France, 2022
Posters

Imaging comparison of GPR based on multi- and bi-static configurations

Serhir, Liu, Aboudourib, Lambert, Lesselier
5th SONDRA Workshop, Avignon, France, 2022
2021
Articles dans des revues

Imaging of sub-wavelength micro-structures by time reversal and neural networks, from synthetic to laboratory-controlled data

Ran, Chen, Serhir, Lesselier
IEEE Transactions on Antennas and Propagation, 69 (12), p. 8753-8762, 2021

Subwavelength micro-structure probing by binary-specialized methods: contrast source and convolutional neural networks

Ran, Qin, Lesselier, Serhir
IEEE Transactions on Antennas and Propagation, 69 (2), p. 1030-1039, 2021

A processing framework for tree roots reconstruction using Ground-Penetrating Radar under heterogeneous soil conditions

Aboudourib, Serhir, Lesselier
IEEE Trans Geosci Remote Sens, 1 (59), Institute of Electrical and Electronics Engineers, p. 208-219, 2021

Joint inversion of electromagnetic and acoustic data with edge-preserving regularization for breast imaging

Qin, Rodet, Lesselier, Lambert
IEEE Transactions on Computational Imaging, 7, p. 349-360, 2021

On homogenization of fiber-reinforced polymers

Li, Lesselier
Radio Science Letters, 3, 2021
Communications dans des congrès

On the diagnostic of a complex sub-wavelength micro-structure via machine learning tools

Ran, Serhir, Lesselier
2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Singapour, Singapour, 2021

Use of sparsity in nonlinear electromagnetic imaging: wavelet-based contrast source method

Zhang, Lambert, Fraysse, Lesselier
XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science, Rome, Italie, 2021

A wavelet-based contrast source inversion method

Zhang, Lambert, Fraysse, Lesselier
2021 IEEE 19th International Symposium on Antenna Technology and Applied Electromagnetics (ANTEM), Winnipeg, Canada, 2021
Brevets

Method and device for detecting and characterizing a reflecting element in an object

Brédif, Iakovleva, Lesselier, Roy, Sy
États-Unis, Patent n° : US10,921,293B2, 2021
2020
Articles dans des revues

A complete framework for acousto-electric tomography with numerical examples

Li, Kang, Zheng, Lesselier
IEEE Access, 8 (1), p. 98508-98517, 2020

Shape reconstruction of delamination defects using thermographic infrared signals based on an enhanced Canny approach

Ratsakou, Skarlatos, Reboud, Lesselier
Infrared Physics and Technology, 111, p. 103527, 2020

Microwave breast imaging with prior ultrasound information

Qin, Rodet, Lambert, Lesselier
IEEE Open Journal of Antennas and Propagation, 1 (472-482), 2020

Surrogate modeling based on resampled polynomial chaos expansions

Liu, Lesselier, Sudret, Wiart
Reliab. eng. syst. saf., 202, Elsevier, p. 107008, 2020

Surrogate modeling of indoor down-link human exposure based on sparse polynomial chaos expansion

Liu, Lesselier, Sudret, Wiart
International Journal for Uncertainty Quantification, 10 (2), p. 145-163, 2020

Electromagnetic modeling of damaged fiber-reinforced laminates

Liu, Li, Zhong, Lesselier
J. Comput. Phys., 409 (109318), Elsevier, p. 15 pp., 2020

Optimization algorithms for ultrasonic array Imaging in homogeneous anisotropic steel components with unknown properties

Ménard, Robert, Miorelli, Lesselier
NDT & E International, 116, p. 102327, 2020
Communications dans des congrès

Imaging of a micro-structure: binary contrast source inversion and convolutional neural networks

Ran, Qin, Lesselier, Serhir
XXXIII General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science, Rome, Italie, 2020

On nonlinearized inversion procedures and their application to breast imaging

Qin, Lambert, Rodet, Lesselier
XXXIII General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science, Rome, Italie, 2020

Ultrasonic array imaging in anisotropic steel components with unknown properties using optimization agorithms

Ménard, Robert, Miorelli, Lesselier
73nd International Institute of Welding Annual Assembly, Singapour, Singapour, 2020
2019

Near-field characterization of root systems, from computationalmodeling and simulations to controlled laboratory experiments

Serhir, Aboudourib, Lesselier
The 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Xiamen, Chine, 2019

Nonlinearized electromagnetic imaging of complex biological structures – towards data fusion

Qin, Rodet, Lambert, Lesselier
The 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Xiamen, Chine, 2019

Convolutional neural networks for imaging of micro-structures

Ran, Lesselier, Serhir
The 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Xiamen, Chine, 2019

Levenberg-Marquardt algorithm for acousto-electric tomography based on the complete electrode model

Li, Kang, Lesselier
The 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Xiamen, Chine, 2019

Improving the quality of images of a homogeneous anisotropic weld mold with a local optimization scheme based on a surrogate model

Ménard, Robert, Lesselier
The 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Xiamen, Chine, 2019

Diagnostic électromagnétique et imagerie d’une microstructure diélectrique à l’aide de réseaux de neurones convolutionnels

Ran, Lesselier, Serhir
Huitième conférence plénière biennale du GDR ONDES – CentraleSupélec, Gif-sur-Yvette, France, 2019

La reconstruction tridimensionnelle des architectures racinaires par le radar à pénétration de sol

Aboudourib, Serhir, Lesselier
Huitième conférence plénière biennale du GDR ONDES – CentraleSupélec, Gif-sur-Yvette, France, 2019