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Charles Soussen

Full Professor, CentraleSupélec / L2S
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I was born in France in 1972. I graduated from the Ecole Nationale Supérieure en Informatique et Mathématiques Appliquées, Grenoble ([ENSIMAG](http://ensimag.grenoble-inp.fr/)) in 1996. I obtained my PhD thesis in signal and image processing at the Laboratoire des Signaux et Systèmes ([L2S](https://l2s.centralesupelec.fr/en/laboratory/)), Paris-Sud University, in 2000, and my Habilitation diploma from University of Lorraine in 2013. I was an associate professor at Paris-Sud University (LIMSI) between 2001 and 2005, then at University of Lorraine (CRAN) between 2005 and 2017. I have been a full Professor at CentraleSupélec and L2S since 2017. My research topics include inverse problems in signal and image processing and sparse approximation. I have been the head of the [Signals and Statistics](https://l2s.centralesupelec.fr/en/research-fields/signal-and-statistics/) Department of L2S since 2020. I was a member of the National Committee for Scientific Research (CoNRS), [section 7](http://section7.cnrs.fr/) from 2019 to 2023. I have been an associate editor for the [IEEE Transactions on Signal Processing](https://signalprocessingsociety.org/publications-resources/ieee-transactions-signal-processing) since October 2023. My web page can be found [here](https://l2s.centralesupelec.fr/en/u/soussen-charles/).
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](https://l2s.centralesupelec.fr/presentation/)), Université de Paris-Sud, Orsay, en 2000, et mon Habilitation à Diriger des Recherches 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](https://l2s.centralesupelec.fr/poles/signaux-et-statistiques/) du L2S depuis 2020. J'ai été membre du Comité National de la Recherche Scientifique (CoNRS), [section 7]((http://section7.cnrs.fr/) de 2019 à 2023. Je suis éditeur associé pour le journal [IEEE Transactions on Signal Processing](https://signalprocessingsociety.org/publications-resources/ieee-transactions-signal-processing) depuis octobre 2023. Ma page web se trouve ici.

Research domains


Publications

Image document

Improved deconvolution of mineral reflectance spectra

Ronan Rialland , Charles Soussen , Rodolphe Marion , V. Carrere
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.9711-9726. ⟨10.1109/JSTARS.2021.3110008⟩
Journal articles hal-03260043v3
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K-step analysis of orthogonal greedy algorithms for non-negative sparse representations

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
Signal Processing, 2021, 188, pp.108185. ⟨10.1016/j.sigpro.2021.108185⟩
Journal articles hal-01971697v5
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When does OMP achieve exact recovery with continuous dictionaries?

Clément Elvira , Rémi Gribonval , Charles Soussen , Cédric Herzet
Applied and Computational Harmonic Analysis, 2021, 51, pp.39. ⟨10.1016/j.acha.2020.12.002⟩
Journal articles hal-02099464v4
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Parameterized Source Separation For Delayed Spectroscopic Signals

Hassan Mortada , Vincent Mazet , Charles Soussen , Christophe Collet , Lionel Poisson
Signal Processing, 2019, 158, pp.48-60. ⟨10.1016/j.sigpro.2018.12.015⟩
Journal articles hal-01847322v1
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ROHSA: Regularized Optimization for Hyper-Spectral Analysis

Antoine Marchal , Marc-Antoine Miville-Deschênes , François Orieux , Nicolas Gac , Charles Soussen
Astronomy and Astrophysics - A&A, 2019, 626, pp.A101. ⟨10.1051/0004-6361/201935335⟩
Journal articles hal-02147300v1
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A parallelizable framework for segmenting piecewise signals

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier , Yu-Ping Wang
IEEE Access, 2019, 7, pp.13217-13229. ⟨10.1109/ACCESS.2018.2890077⟩
Journal articles hal-01978681v1
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Non-negative orthogonal greedy algorithms

Thi Thanh Nguyen , Jérôme Idier , Charles Soussen , El-Hadi Djermoune
IEEE Transactions on Signal Processing, 2019, 67 (21), pp.5643-5658. ⟨10.1109/TSP.2019.2943225⟩
Journal articles hal-02049424v3

Source separation approach for the analysis of spatially resolved multiply excited autofluorescence spectra during optical clearing of ex vivo skin

Prisca Rakotomanga , Charles Soussen , Grégoire Khairallah , Marine Amouroux , Sergey Zaytsev
Biomedical optics express, 2019, 10 (7), pp.3410-3424. ⟨10.1364/BOE.10.003410⟩
Journal articles hal-02160058v1

Construction of extended 3D field of views of the internal bladder wall surface: A proof of concept

Achraf Ben Hamadou , Christian Daul , Charles Soussen
3D Research, 2016, 7 (3), pp.Article: 19. ⟨10.1007/s13319-016-0095-6⟩
Journal articles hal-01333313v1

DDB2 (damaged-DNA binding 2) protein: a new modulator of nanomechanical properties and cell adhesion of breast cancer cells

Claire Barbieux , Jalal Bacharouche , Charles Soussen , Sebastien Hupont , Angélina Razafitianamaharavo
Nanoscale, 2016, 8 (9), pp.5268-5279. ⟨10.1039/C5NR09126H⟩
Journal articles hal-01283070v1

Generalized LASSO with under-determined regularization matrices

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier , Mingxi Wan
Signal Processing, 2016, 127, pp.239-246. ⟨10.1016/j.sigpro.2016.03.001⟩
Journal articles hal-01295086v1
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Relaxed recovery conditions for OMP/OLS by exploiting both coherence and decay

Cédric Herzet , Angélique Drémeau , Charles Soussen
IEEE Transactions on Information Theory, 2016, 62 (1), pp.459-470. ⟨10.1109/TIT.2015.2490660⟩
Journal articles hal-01058077v1
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Homotopy based algorithms for L0-regularized least-squares

Charles Soussen , Jérome Idier , Junbo Duan , David Brie
IEEE Transactions on Signal Processing, 2015, 63 (13), pp.3301-3316. ⟨10.1109/TSP.2015.2421476⟩
Journal articles hal-00948313v3
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Does deblurring improve geometrical hyperspectral unmixing?

Simon Henrot , Charles Soussen , Manuel Dossot , David Brie
IEEE Transactions on Image Processing, 2014, 23 (3), pp.1169-1180. ⟨10.1109/TIP.2014.2300822⟩
Journal articles hal-00933013v1

Flexible calibration of structured-light systems projecting point patterns

Achraf Ben Hamadou , Charles Soussen , Christian Daul , Walter C.P.M. Blondel , Didier Wolf
Computer Vision and Image Understanding, 2013, 117 (10), pp.1468-1481. ⟨10.1016/j.cviu.2013.06.002⟩
Journal articles hal-00834582v1
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Exact recovery conditions for sparse representations with partial support information

Cédric Herzet , Charles Soussen , Jérôme Idier , Rémi Gribonval
IEEE Transactions on Information Theory, 2013, 59 (11), pp.7509-7524. ⟨10.1109/TIT.2013.2278179⟩
Journal articles hal-00907646v1
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Fast positive deconvolution of hyperspectral images

Simon Henrot , Charles Soussen , David Brie
IEEE Transactions on Image Processing, 2013, 22 (2), pp.828-833. ⟨10.1109/TIP.2012.2216280⟩
Journal articles hal-00730503v1
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Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares

Charles Soussen , Rémi Gribonval , Jérôme Idier , Cédric Herzet
IEEE Transactions on Information Theory, 2013, 59 (5), pp.3158-3174. ⟨10.1109/TIT.2013.2238606⟩
Journal articles hal-00637003v2
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Ultrasonic non destructive testing based on sparse deconvolution

Charles Soussen , Jérôme Idier , Ewen Carcreff , Laurent Simon , Catherine Potel
Journal of Physics: Conference Series, 2012, 353 (012018), pp.1-10
Journal articles hal-00751517v1
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Sparse multidimensional modal analysis using a multigrid dictionary refinement

Souleymen Sahnoun , El-Hadi Djermoune , Charles Soussen , David Brie
EURASIP Journal on Advances in Signal Processing, 2012, pp.2012:60. ⟨10.1186/1687-6180-2012-60⟩
Journal articles hal-00680714v1

On LARS/homotopy equivalence conditions for over-determined LASSO

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier , Yu-Ping Wang
IEEE Signal Processing Letters, 2012, 19 (12), pp.894-897. ⟨10.1109/LSP.2012.2221712⟩
Journal articles hal-00738715v1
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From Bernoulli-Gaussian deconvolution to sparse signal restoration

Charles Soussen , Jérôme Idier , David Brie , Junbo Duan
IEEE Transactions on Signal Processing, 2011, 59 (10), pp.4572-4584. ⟨10.1109/TSP.2011.2160633⟩
Journal articles hal-00443842v4

Automated Force Volume Image Processing for Biological Samples

Pavel Polyakov , Charles Soussen , Junbo Duan , Jérôme D.F. Duval , David Brie
PLoS ONE, 2011, 6 (4), pp.1-19. ⟨10.1371/journal.pone.0018887⟩
Journal articles hal-00584565v1

Reconstruction of 3D localized objects from limited angle X-ray projections: an approach based on sparsity and multigrid image representation

Charles Soussen , Jérôme Idier
Journal of Electronic Imaging, 2008, 17 (3), pp.033011. ⟨10.1117/12.815168⟩
Journal articles hal-00271733v1

Polygonal and Polyhedral Contour Reconstruction in Computed Tomography

Charles Soussen , A. Mohammad-Djafari
IEEE Transactions on Image Processing, 2004, 13 (11), pp.1507-1523. ⟨10.1109/TIP.2004.836159⟩
Journal articles hal-03093326v1
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Estimation du MAP Marginal d'un signal Bernoulli-Gaussien: une approche par relaxation continue

Pierre Barbault , Matthieu Kowalski , Charles Soussen
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4
Conference papers hal-04383981v1
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Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach

Pierre Barbault , Matthieu Kowalski , Charles Soussen
EUSIPCO 2023 - the 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1833-1837
Conference papers hal-04383978v1
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Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior

Pierre Barbault , Matthieu Kowalski , Charles Soussen
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨10.1109/icassp43922.2022.9746697⟩
Conference papers hal-03576005v1
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Estimation des paramètres d'un prior Bernoulli-Gaussien en problèmes inverses

Pierre Barbault , Matthieu Kowalski , Charles Soussen
GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03718426v1
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Identification of minerals from hyperspectral imaging based on a fuzzy logic approach

Ronan Rialland , V. Carrere , Rodolphe Marion , Charles Soussen
SPIE Defense + Commercial Sensing,, Apr 2021, Online Only, United States. pp.18, ⟨10.1117/12.2587600⟩
Conference papers hal-03210707v1
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Exact recovery analysis of non-negative orthogonal greedy algorithms

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, iTWIST 2020, Dec 2020, Nantes, France
Conference papers hal-03083627v1

Exact recovery analysis of non-negative greedy algorithms

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
GDR MIA, journée Optimisation parcimonieuse non-convexe, Oct 2020, Toulouse, France
Conference papers hal-04383983v1

Study of the impact of optical clearing on skin absorption, scattering and autofluorescence properties

Walter Blondel , Sergey Zaytsev , Victor Colas , Grégoire Khairallah , Prisca Rakotomanga
19th International Conference on Laser Optics, ICLO 2020 (6th International Symposium on Lasers in Medicine and Biophotonics), Nov 2020, St Petersburg, Russia. ⟨10.1109/iclo48556.2020.9285675⟩
Conference papers hal-03018569v1
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OMP-based algorithm for mineral reflectance spectra deconvolution from hyperspectral images

Ronan Rialland , Charles Soussen , Rodolphe Marion , V. Carrere
International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, HI (virtual), United States. ⟨10.1109/IGARSS39084.2020.9323461⟩
Conference papers hal-03108138v1
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Algorithmes gloutons orthogonaux pour la reconstruction de signaux parcimonieux positifs

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02149677v1
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Uniform k-step recovery with CMF dictionaries

Clément Elvira , Rémi Gribonval , Cédric Herzet , Charles Soussen
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
Conference papers hal-02157561v1
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OMP and continuous dictionaries: Is k-step recovery possible ?

Clément Elvira , Rémi Gribonval , Charles Soussen , Cédric Herzet
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. pp.1-5, ⟨10.1109/ICASSP.2019.8683617⟩
Conference papers hal-02049486v3
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Identification de supports en k étapes avec OMP pour les dictionnaires continus

Clément Elvira , Rémi Gribonval , Charles Soussen , Cédric Herzet
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
Conference papers hal-02157571v1

Identification et caractérisation de minéraux : une procédure automatique de traitement d'image hyperspectrale

Ronan Rialland , Rodolphe Marion , Charles Soussen , V. Carrere
7ème colloque scientifique du groupe SFPT-GH, Jul 2019, Toulouse, France
Conference papers hal-03376962v1

Modifications of skin optical properties throughout optical clearing process based on spatially resolved autofluorescence and diffuse reflectance tissue spectroscopy

Walter Blondel , Prisca Rakotomanga , Sergey Zaytsev , Grégoire Khairallah , Charles Soussen
12th International Photonics and Optoelectronics Meetings, POEM 2019 – 7th Sino-French Optoelectronics Forum, Nov 2019, Wuhan, China
Conference papers hal-02403647v1

Analysis of skin intrinsic fluorophore contributions during optical clearing: source separation technique applied to spatially resolved multiply excited autofluorescence spectra

Prisca Rakotomanga , Sergey Zaytsev , Marine Amouroux , Charles Soussen , Grégoire Khairallah
Saratov Fall Meeting, SFM'19 - 7th International Symposium “Optics and Biophotonics” - 23rd International School for Junior Scientists and Students on Optics, Laser Physics & Biophotonics, Sep 2019, Saratov, Russia
Conference papers hal-02421335v1
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NP-hardness of $\ell$0 minimization problems: revision and extension to the non-negative setting

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
13th International Conference on Sampling Theory and Applications, SampTA 2019, Jul 2019, Bordeaux, France. ⟨10.1109/sampta45681.2019.9030937⟩
Conference papers hal-02112180v1
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Exact recovery analysis of non-negative orthogonal matching pursuit

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
Signal Processing with Adaptive Sparse Structured Representations Workshop, SPARS 2019, Jul 2019, Toulouse, France
Conference papers hal-02378709v1

Estimation des propriétés optiques de peau humaine modifiées par un agent de clarification optique et mesurées par spectroscopie tissulaire bimodale

Prisca Rakotomanga , Charles Soussen , Grégoire Khairallah , Marine Amouroux , Frédéric Marchal
11ème colloque national Diagnostic et Imagerie Optique en Médecine et Biologie Biophotonique, OPT-DIAG 2018, May 2018, Paris, France
Conference papers hal-01931709v1

A case of exact recovery with OMP using continuous dictionaries

Clément Elvira , Rémi Gribonval , Cedric Herzet , Charles Soussen
CS 2018 - 9th International Conference on Curves and Surfaces, Jun 2018, Arcachon, France
Conference papers hal-01937532v1

Investigation of human skin autofluorescence modifications due to optical clearing using spatially resolved spectroscopy and multiple excitations

Prisca Rakotomanga , Grégoire Khairallah , Shvachkina Marina , Marine Amouroux , Charles Soussen
Asia Communications and Photonics Conference, ACP 2018, Oct 2018, Hangzhou, China
Conference papers hal-01931325v1

Spatially resolved autofluorescence and diffuse reflectance spectroscopy-based evaluation of human skin optical properties subjected to optical clearing agents

Prisca Rakotomanga , Grégoire Khairallah , Marine Amouroux , Wei Feng , Dan Zhu
8th International Symposium Europe-China Stem Cells and Regenerative Medicine, Jun 2018, Wuhan, China
Conference papers hal-01931271v1

Research and development of effective optical technologies for diagnostics in dermatology

Vadim D. Genin , Prisca Rakotomanga , Sergey Zaytsev , Elina A. Genina , Ekaterina N. Lazareva
Saratov Fall Meeting, SFM'18 - Optical and Nano-Technologies for Biology and Medicine, Sep 2018, Saratov, Russia. ⟨10.1117/12.2528700⟩
Conference papers hal-02403635v1

Skin optical properties modifications using optical clearing agents: experimental and modelling results

Walter Blondel , Prisca Rakotomanga , Charles Soussen , Wei Feng , Dan Zhu
International Conference on Laser Optics, ICLO 2018, Jun 2018, Saint Petersburg, Russia. ⟨10.1109/LO.2018.8435250⟩
Conference papers hal-01861661v1

Estimation of skin optical properties modified by an optical clearing agent and measured using bimodal tissue spectroscopy

Prisca Rakotomanga , Charles Soussen , Grégoire Khairallah , Marine Amouroux , Sergey Zaytsev
Saratov Fall Meeting, SFM’18 - 6th International Symposium "Optics and Biophotonics", Sep 2018, Saratov, Russia
Conference papers hal-01931288v1
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Spectroscopic decomposition of astronomical multispectral images using B-splines

Hassan Mortada , Vincent Mazet , Charles Soussen , Christophe Collet
Whispers, Sep 2018, Amsterdam, Netherlands. ⟨10.1109/WHISPERS.2018.8747032⟩
Conference papers hal-01871674v1

Caractérisation par spectroscopie optique des classes tissulaires rencontrées lors de résection chirurgicale des carcinomes cutanés

Grégoire Khairallah , Walter Blondel , Prisca Rakotomanga , Charles Soussen , Alain Delconte
11ème colloque national Diagnostic et Imagerie Optique en Médecine et Biologie Biophotonique, OPT-DIAG 2018, May 2018, Paris, France
Conference papers hal-01931711v1

Impact of standardization of autofluorescence and diffuse reflectance spectra on diagnosis accuracy of optical spectroscopy used for skin carcinomas diagnosis

Grégoire Khairallah , Walter Blondel , Prisca Rakotomanga , Charles Soussen , Alain Delconte
Saratov Fall Meeting, SFM’18 - 6th International Symposium "Optics and Biophotonics", Sep 2018, Saratov, Russia
Conference papers hal-01931306v1

Spatially resolved spectroscopy for guiding margin delineation during human skin carcinomas resection: first clinical results on diffuse reflectance and autofluorescence spectra and in vivo skin optical properties

Grégoire Khairallah , Marine Amouroux , François Plénat , Prisca Rakotomanga , Charles Soussen
SPIE Photonics Europe, Apr 2018, Strasbourg, France. ⟨10.1117/12.2309516⟩
Conference papers hal-01861647v1

Overview on inverse problem solving techniques to estimate optical properties from fibered spectroscopic devices

Walter Blondel , Prisca Rakotomanga , Charles Soussen , Christian Daul , Grégoire Khairallah
2nd International school for young scientists “Physics, Engineering and Technologies for Biomedicine”, Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Oct 2017, Moscow, Russia
Conference papers hal-01637674v1
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Separation of delayed parameterized sources

Hassan Mortada , Vincent Mazet , Charles Soussen , Christophe Collet
25th European Signal Processing Conference, EUSIPCO 2017, Aug 2017, Kos Island, Greece
Conference papers hal-01497248v2
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An optimized version of non-negative OMP

Thi Thanh Nguyen , Charles Soussen , Jérôme Idier , El-Hadi Djermoune
XXVIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan-les-Pins, France
Conference papers hal-01585253v1

Influence of cost functions and optimization methods on solving the inverse problem in spatially resolved diffuse reflectance spectroscopy

Prisca Rakotomanga , Charles Soussen , Walter C.P.M. Blondel
SPIE BIOS, Jan 2017, San Francisco, CA, United States. ⟨10.1117/12.2249607⟩
Conference papers hal-01588550v1

Estimation of in vivo optical properties of human skin carcinomas using spatially resolved multimodal spectroscopy: clinical study preliminary results

Walter Blondel , Prisca Rakotomanga , Grégoire Khairallah , Marine Amouroux , Frédéric Marchal
2nd International Symposium on Physics, Engineering and Technologies for Bio-Medicine, PETBM, PhysBio-MePhI, Oct 2017, Moscow, Russia
Conference papers hal-01637578v1

Preliminary study investigating depth sensitivity of spatially resolved bimodal spectroscopy combined to optical clearing agents on a human skin based-hybrid model

Grégoire Khairallah , Marine Amouroux , Prisca Rakotomanga , Charles Soussen , Frédéric Marchal
Asia Communications and Photonics Conference, ACP 2017, Nov 2017, Guangzhou, China
Conference papers hal-01637545v1
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Séparation de sources retardées et paramétriques

Hassan Mortada , Mazet Vincent , Charles Soussen , Christophe Collet
26eme Colloque GRETSI Traitement du Signal & des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France
Conference papers hal-01872698v1

Human skin optical property modifications upon optical clearing agents estimated from spatially-resolved tissue optical spectroscopy

Prisca Rakotomanga , Grégoire Khairallah , Charles Soussen , Marine Amouroux , Frédéric Marchal
Saratov Fall Meeting, SFM’17 - International Symposium "Optics and Biophotonics-V", Sep 2017, Saratov, Russia
Conference papers hal-01644770v1

Biopsie optique pour la caractérisation peropératoire de carcinomes cutanés : dispositif médical innovant et problématiques scientifiques interdisciplinaires

Marine Amouroux , Prisca Rakotomanga , Grégoire Khairallah , Hélène Schneider , Charles Soussen
10ème Forum du Cancéropôle Grand-Est, Nov 2016, Nancy, France
Conference papers hal-03005638v1

On the estimation of tissue optical parameters from diffuse reflectance spectroscopy

Walter Blondel , Prisca Rakotomanga , Maria Kholodtsova , Christian Daul , Viktor Loschenov
The International Conference on Coherent and Nonlinear Optics and Lasers, Applications, and Technologies conference, ICONO-LAT 2016, National Academy of Sciences, Belarus (NASB); Russian Academy of Sciences (RAS); Belarus Fundamental Sciences Foundation, Dec 2016, Minsk, Belarus
Conference papers hal-01416845v1

Algorithmes de type homotopiques pour la minimisation des moindres carrés régularisés par la "norme" $\ell_0$

Charles Soussen , Jérôme Idier , Junbo Duan , David Brie
43e Congrès National d'Analyse Numérique, CANUM 2016, May 2016, Obernai, France
Conference papers hal-01323012v1

The transcriptional regulator DDB2 modulates TGFβ1 signaling and membrane nanomechanics of breast cancer cells

Claire Barbieux , G. Francius , Rémi Klotz , Vanessa Besancenot , Emilie Brunner
2nd International Symposium of the Cancer Research Center of Lyon, CRCL 2015, Sep 2015, Lyon, France
Conference papers hal-01246679v1

An optimal method to segment piecewise Poisson distributed signals with application to sequencing data

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier , Yu-Ping Wang
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Aug 2015, Milan, Italy. pp.6465-6468, ⟨10.1109/EMBC.2015.7319873⟩
Conference papers hal-01163895v1

The Damaged DNA Binding 2 protein: a new modulator of TGFβ1 signaling pathway and membrane nanomechanics in breast cancer cells

Claire Barbieux , G. Francius , Rémi Klotz , Vanessa Besancenot , Emilie Brunner
40th Congress of The Federation of European Biochemical Societies, FEBS 2015, Jul 2015, Berlin, Germany. pp.36, ⟨10.1111/febs.13320⟩
Conference papers hal-01246673v1

Confocal fluorescence microscopy and force-volume imaging in atomic force microscopy: a signal processing perspective

Charles Soussen
16th International Conference Laser Optics 2014, Jun 2014, Saint-Petersburg, Russia
Conference papers hal-01078083v1

Sequential deconvolution - Unmixing of blurred hyperspectral data

Simon Henrot , Charles Soussen , David Brie
IEEE International Conference on Image Processing, ICIP 2014, Oct 2014, Paris, France
Conference papers hal-01078225v1

The transcriptional regulator DDB2 modulates TGF beta 1 signaling and cell adhesion in breast cancer cells

Claire Barbieux , G. Francius , Rémi Klotz , Marie Ennen , Vanessa Besancenot
8ème forum du Cancéropôle Grand-Est, Nov 2014, Strasbourg, France
Conference papers hal-01100733v1
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Enhanced Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay

Cédric Herzet , Charles Soussen
international - Traveling Workshop on Interactions between Sparse models and Technology (iTwist'14), Aug 2014, Namur, Belgium. pp.36-37
Conference papers hal-01096266v1

Edge-preserving nonnegative hyperspectral image restoration

Simon Henrot , Saïd Moussaoui , Charles Soussen , David Brie
38th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, May 2013, Vancouver, Canada. pp.CDROM
Conference papers hal-00905212v1

Décomposition de spectres en motifs paramétriques par approximation parcimonieuse

Vincent Mazet , Charles Soussen , El-Hadi Djermoune
XXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Conference papers hal-00916924v1
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Unrecoverable subsets by OMP and Basis Pursuit

Charles Soussen , Cédric Herzet , Jérôme Idier , Rémi Gribonval
Signal Processing with Adaptive Sparse Structured Representations, SPARS 2013, Jul 2013, Lausanne, Switzerland
Conference papers hal-00811641v1

Restauration positive d'images hyperspectrales avec préservation des contours

Simon Henrot , Charles Soussen , Saïd Moussaoui , David Brie
XXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.CDROM
Conference papers hal-00905210v1

Restauration positive d'images hyperspectrales avec préservation des contours

Simon Henrot , Charles Soussen , Saïd Moussaoui , David Brie
Journée GdR ISIS "Optimisation convexe sous contrainte", Oct 2013, Paris, France
Conference papers hal-00914498v1

Déconvolution d'images hyperspectrales de fluorescence en microscopie confocale sous contrainte de positivité

Simon Henrot , Charles Soussen , David Brie
Journée GdR ISIS "Traitement d'Images en Imagerie Biologique", Nov 2011, Rennes, France
Conference papers hal-00914490v1

Déconvolution rapide d'images hyperspectrales de fluorescence

Simon Henrot , Charles Soussen , David Brie
XXIIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2011, Sep 2011, Bordeaux, France. pp.CDROM
Conference papers hal-00601929v1
Image document

Analyse modale bidimensionnelle par approximation parcimonieuse et multirésolution

Souleymen Sahnoun , El-Hadi Djermoune , Charles Soussen , David Brie
XXIIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2011, Sep 2011, Bordeaux, France. pp.CDROM
Conference papers hal-00601947v1

Fast deconvolution of large fluorescence hyperspectral images

Simon Henrot , Charles Soussen , David Brie
3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2011, Jun 2011, Lisbonne, Portugal. pp.CDROM
Conference papers hal-00593546v1

Sparse multiresolution modal estimation

Souleymen Sahnoun , El-Hadi Djermoune , Charles Soussen , David Brie
IEEE Statistical Signal Processing Workshop, SSP 2011, Jun 2011, Nice, France. pp.CDROM
Conference papers hal-00584489v1

Sparse deconvolution: comparison of statistical and deterministic approaches

Sébastien Bourguignon , Charles Soussen , Hervé Carfantan , Jérôme Idier
IEEE Statistical Signal Processing Workshop, SSP 2011, Jun 2011, Nice, France. pp.CDROM
Conference papers hal-00583135v1
Image document

From 2D towards 3D cartography of hollow organs

Christian Daul , Walter Blondel , Achraf Ben Hamadou , Rosebet Miranda , Charles Soussen
7th IEEE International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010, Sep 2010, Tuxtla Gutiérrez, Mexico. pp.285-293
Conference papers hal-00517538v1

A novel 3D surface construction approach: application to three-dimensional endoscopic data

Achraf Ben Hamadou , Christian Daul , Charles Soussen , Ahmed Rekik , Walter Blondel
17th IEEE International Conference on Image Processing, ICIP 2010, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.4425-4428
Conference papers hal-00519411v1

Flexible projector calibration for active stereoscopic systems

Achraf Ben Hamadou , Charles Soussen , Christian Daul , Walter Blondel , Didier Wolf
17th IEEE International Conference on Image Processing, ICIP 2010, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.4241-4244
Conference papers hal-00491228v1

A continuation approach to estimate a solution path of mixed L2-L0 minimization problems

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier
Workshop: Signal Processing with Adaptive Sparse Structured Representations, SPARS'09, Apr 2009, Saint-Malo, France. pp.1-12
Conference papers hal-00363468v1

Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors

Charles Soussen , Sebastian Miron , Fabrice Caland , David Brie , Patrick Billard
17th European Signal Processing Conference, EUSIPCO 2009, Aug 2009, Glasgow, United Kingdom. pp.1938-1942
Conference papers hal-00384799v1

Comparative study of image registration techniques for bladder video-endoscopy

Achraf Ben Hamadou , Charles Soussen , Walter Blondel , Christian Daul , Didier Wolf
European Conferences on Biomedical Optics, ECBO, Jun 2009, Munich, Germany. pp.CDROM
Conference papers hal-00388517v1

Mosaïquage automatique d'images cystoscopiques : évaluation qualitative et quantitative

Achraf Ben Hamadou , Walter Blondel , Christian Daul , Charles Soussen , Didier Wolf
Septième colloque Diagnostic et imagerie optiques en médecine, OPTDIAG 2009, May 2009, Paris, France
Conference papers hal-00435480v1

Détection conjointe de discontinuités d'ordres différents dans un signal par minimisation de critère L2-L0

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier
XXIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2009, Sep 2009, Dijon, France. pp.CDROM
Conference papers hal-00388524v1

Mosaïquage d'images cystoscopiques: étude comparative de méthodes de recalage

Achraf Ben Hamadou , Charles Soussen , Walter Blondel , Christian Daul , Didier Wolf
XXIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2009, Sep 2009, Dijon, France. pp.CDROM
Conference papers hal-00388522v1

Problèmes d'inversion de données en imagerie de force atomique

Charles Soussen , Junbo Duan , David Brie , Fabien Gaboriaud
GDR-PRC ISIS, Jun 2008, Paris, France
Conference papers hal-00335210v1

Modeling of force-volume images in atomic force microscopy

Charles Soussen , Junbo Duan , David Brie , Fabien Gaboriaud
AFM Workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France
Conference papers hal-00335199v1

Modeling of force-volume images in atomic force microscopy

Charles Soussen , David Brie , Fabien Gaboriaud , Cyril Kessler
5th IEEE International Symposium on Biomedical Imaging, ISBI'08, May 2008, Paris, France. pp.CDROM
Conference papers hal-00271741v1

Sparse representation of a force spectrum and a force-volume image

Junbo Duan , Charles Soussen , David Brie , Jérôme Idier , Fabien Gaboriaud
AFM workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France
Conference papers hal-00335204v1
Image document

Atomic force microscopy imaging and related issues in signal processing: a preliminary work

Charles Soussen , David Brie , Fabien Gaboriaud , Cyril Kessler
22nd IAR annual meeting, Nov 2007, Grenoble, France. pp.CDROM
Conference papers hal-00196504v1

3D reconstruction of localized objects from radiographs

Charles Soussen , Jérôme Idier
Nov 2006, pp.1-7
Conference papers hal-00118774v1

3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity

Charles Soussen , J. Idier
International Conference on Image Processing, Sep 2005, Genova, Italy. pp.III-744, ⟨10.1109/ICIP.2005.1530499⟩
Conference papers hal-03093345v1

Closed surface reconstruction in X-ray tomography

Charles Soussen , Mohammad-Djafari Ali
2001 International Conference on Image Processing, Oct 2001, Thessaloniki, Greece. pp.718-721, ⟨10.1109/ICIP.2001.959146⟩
Conference papers hal-03093342v1

Analysis of force-volume images in atomic force microscopy using sparse approximation

Charles Soussen , David Brie , Gregory Francius , Jérome Idier
Jean-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

Approximation parcimonieuse pour le traitement d’image force-volume en microscopie de force atomique IC2 Traitement Signal et Image

Charles Soussen , David Brie , Grégory Francius , Jérôme Idier
Jean-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

Approximation parcimonieuse pour l'analyse d'images force-volume en microscopie de force atomique

Charles Soussen , David Brie , Gregory Francius , Jérôme Idier
Jean-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

Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy

Marc Sauget , Remy Laurent , Julien Henriet , Michel Salomon , Regine Gschwind
Konstantinos 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

Surface reconstruction from tomography data

Charles Soussen , Ali Mohammad-Djafari
Ali Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, Wiley, pp.289-322, 2009, Digital Signal and Image processing
Book sections hal-00444642v1

Reconstruction des surfaces en tomographie

Charles Soussen , Ali Mohammad-Djafari
Ali 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
Image document

Reconstruction 3D d'un objet compact en tomographie

Charles Soussen
Autre. Université Paris Sud - Paris XI, 2000. Français. ⟨NNT : ⟩
Theses tel-00004126v2
Image document

Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses

Charles Soussen
Traitement du signal et de l'image [eess.SP]. Université de Lorraine, 2013
Habilitation à diriger des recherches tel-00924578v2