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Charles Soussen
111
Documents
Researcher identifiers
charles-soussen
-
0000-0002-6837-6755
- Google Scholar : https://scholar.google.com/citations?user=oFg9jYIAAAAJ&hl=en
- IdRef : 164038469
Presentation
Je suis né en France in 1972. Je suis diplômé de l'Ecole Nationale Supérieure en Informatique et Mathématiques Appliquées, Grenoble ([ENSIMAG](http://ensimag.grenoble-inp.fr/)) en 1996. J'ai obtenu ma thèse en traitement du signal et des images au Laboratoire des Signaux et Systèmes ([L2S](http://www.l2s.supelec.fr/)), Université de Paris-Sud, Orsay, en 2000, et mon [ Habilitation à Diriger des Recherches](http://tel.archives-ouvertes.fr/tel-00924578) à l'Université de Lorraine en 2013. J'ai été Maître de Conférences à l'Université de Paris-Sud et au LIMSI entre 2001 et 2005, puis à l'Université de Lorraine et au CRAN entre 2005 et 2017. Je suis Professeur à CentraleSupélec et au L2S depuis 2017. Mes thèmes de recherche concernent les problèmes inverses et l'approximation parcimonieuse.
Je suis le responsable du Pôle [Signaux et Statistiques](http://www.l2s.centralesupelec.fr/signaux/accueil) du L2S depuis 2020, et membre du Comité National de la Recherche Scientifique (CoNRS), [section 7](http://section7.cnrs.fr/) depuis septembre 2019.
Ma page web se trouve [ici](https://l2s.centralesupelec.fr/u/soussen-charles/).
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PARAMETER ESTIMATION IN SPARSE INVERSE PROBLEMS USING BERNOULLI-GAUSSIAN PRIOR2022 IEEE International Conference on Acoustics, Speech and Signal Processing( ICASSP 2022 ), May 2022, Singapore, Singapore
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Separation of delayed parameterized sources25th European Signal Processing Conference, EUSIPCO 2017, Aug 2017, Kos Island, Greece
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Overview on inverse problem solving techniques to estimate optical properties from fibered spectroscopic devices2nd International school for young scientists “Physics, Engineering and Technologies for Biomedicine”, Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Oct 2017, Moscow, Russia
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The transcriptional regulator DDB2 modulates TGF beta 1 signaling and cell adhesion in breast cancer cells8ème forum du Cancéropôle Grand-Est, Nov 2014, Strasbourg, France
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From 2D towards 3D cartography of hollow organs7th IEEE International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010, Sep 2010, Tuxtla Gutiérrez, Mexico. pp.285-293
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Flexible projector calibration for active stereoscopic systems17th IEEE International Conference on Image Processing, ICIP 2010, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.4241-4244
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Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors17th European Signal Processing Conference, EUSIPCO 2009, Aug 2009, Glasgow, United Kingdom. pp.1938-1942
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Comparative study of image registration techniques for bladder video-endoscopyEuropean Conferences on Biomedical Optics, ECBO, Jun 2009, Munich, Germany. pp.CDROM
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Modeling of force-volume images in atomic force microscopy5th IEEE International Symposium on Biomedical Imaging, ISBI'08, May 2008, Paris, France. pp.CDROM
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Sparse representation of a force spectrum and a force-volume imageAFM workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France
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Problèmes d'inversion de données en imagerie de force atomiqueGDR-PRC ISIS, Jun 2008, Paris, France
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Modeling of force-volume images in atomic force microscopyAFM Workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France
Conference papers
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Atomic force microscopy imaging and related issues in signal processing: a preliminary work22nd IAR annual meeting, Nov 2007, Grenoble, France. pp.CDROM
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3D reconstruction of localized objects from radiographsNov 2006, pp.1-7
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3D reconstruction of localized objects from radiographs and based on multiresolution and sparsityInternational Conference on Image Processing, Sep 2005, Genova, Italy. pp.III-744, ⟨10.1109/ICIP.2005.1530499⟩
Conference papers
hal-03093345v1
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Closed surface reconstruction in X-ray tomography2001 International Conference on Image Processing, Oct 2001, Thessaloniki, Greece. pp.718-721, ⟨10.1109/ICIP.2001.959146⟩
Conference papers
hal-03093342v1
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Analysis of force-volume images in atomic force microscopy using sparse approximationJean-François Giovannelli et Jérôme Idier. Regularization and Bayesian methods for inverse problems in signal and image processing, ISTE Ltd and John Wiley & Sons Inc, pp.31-56, 2015, 978-1-84821-637-2
Book sections
hal-01119712v1
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Approximation parcimonieuse pour le traitement d’image force-volume en microscopie de force atomique IC2 Traitement Signal et ImageJean-François, Giovannelli; Jérôme, Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermès - Lavoisier, pp.53-73, 2013
Book sections
hal-01974329v1
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Approximation parcimonieuse pour l'analyse d'images force-volume en microscopie de force atomiqueJean-François Giovannelli, Jérôme Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Lavoisier-Hermes Science Publications, pp.53-77, 2013, Traité Information, Commande, Communication, série Signal et image, 978-2-7462-4548-8
Book sections
hal-00916925v1
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Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External RadiotherapyKonstantinos Diamantaras and Wlodek Duch and Lazaros Iliadis. Artificial Neural Networks - ICANN 2010 20th International Conference Proceedings, Springer-Heidelberg, pp.261-266, 2010, Lecture Notes in Computer Science, Volume 6352, ⟨10.1007/978-3-642-15819-3_34⟩
Book sections
hal-00520154v1
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Reconstruction des surfaces en tomographieAli Mohammad-Djafari. Problèmes inverses en imagerie et en vision, Hermès, pp.287-319, 2009, Traité IC2, Série traitement du signal et de l'image, Hermès
Book sections
hal-00335209v1
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Surface reconstruction from tomography dataAli Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, Wiley, pp.289-322, 2009, Digital Signal and Image processing
Book sections
hal-00444642v1
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Non-negative orthogonal greedy algorithms for sparse reconstruction2018
Other publications
hal-02049471v1
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A case of exact recovery using OMP with continuous dictionaries2018
Other publications
hal-02049466v1
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Coherence-based Partial Exact Recovery Condition for OMP/OLS2012
Preprints, Working Papers, ...
hal-00759433v1
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Force curve segmentation by piecewise polynomial approximation: mathematical formulation and complete structure of the algorithm2010
Preprints, Working Papers, ...
hal-00508384v2
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On the properties of the solution path of the constrained and penalized L2-L0 problems2009
Preprints, Working Papers, ...
hal-00361380v2
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Edge-preserving nonnegative deconvolution of hyperspectral fluorescence microscopy images[Research Report] CRAN-IRCCyN. 2015
Reports
hal-01171524v1
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Reconstruction 3D d'un objet compact en tomographieAutre. Université Paris Sud - Paris XI, 2000. Français. ⟨NNT : ⟩
Theses
tel-00004126v2
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Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inversesTraitement du signal et de l'image [eess.SP]. Université de Lorraine, 2013
Habilitation à diriger des recherches
tel-00924578v2
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