Charles Soussen

Publications :

• Pre-submission / Working document - 6 documents
• • Pierre Barbault, Matthieu Kowalski, Charles Soussen. Bernoulli and Gauss Take a Look at the MAP, 2024-11-14. (https://hal.science/hal-04782425v1)
  • Pierre Barbault, Matthieu Kowalski, Charles Soussen. LEMUR: Latent EM Unsupervised Regression for Sparse Inverse Problems, 2024-04. (https://hal.science/hal-04542061v1)
  • Jean Mallejac, Jérôme Idier, Charles Soussen, Xiangyi Li. Proximal optimization of OT-regularized cost functions for multichannel signal recovery, 2024-03-04. (https://hal.science/hal-04488937v1)
  • Cedric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval. Coherence-based Partial Exact Recovery Condition for OMP/OLS, 2012-11-30. (https://inria.hal.science/hal-00759433v1)
  • Charles Soussen, Junbo Duan, David Brie, Pavel Polyakov, Gregory Francius, Jérôme D.F. Duval. Force curve segmentation by piecewise polynomial approximation: mathematical formulation and complete structure of the algorithm, 2010-08-23. (https://hal.science/hal-00508384v2)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier. On the properties of the solution path of the constrained and penalized L2-L0 problems, 2009-02-23. (https://hal.science/hal-00361380v2)
• Communication on a congress - 76 documents
• • Jean Mallejac, Jérôme Idier, Charles Soussen, Xiangyi Li. Joint decomposition of multichannel signals with multimarginal optimal transport, 2024-08-26. (https://hal.science/hal-04501738v2)
  • Pierre Barbault, Matthieu Kowalski, Charles Soussen. Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach, 2023-09-04. (https://centralesupelec.hal.science/hal-04383978v1)
  • Pierre Barbault, Matthieu Kowalski, Charles Soussen. Estimation du MAP Marginal d'un signal Bernoulli-Gaussien: une approche par relaxation continue, 2023-08-28. (https://centralesupelec.hal.science/hal-04383981v1)
  • Pierre Barbault, Matthieu Kowalski, Charles Soussen. Estimation des paramètres d'un prior Bernoulli-Gaussien en problèmes inverses, 2022-09. (https://centralesupelec.hal.science/hal-03718426v1)
  • Pierre Barbault, Matthieu Kowalski, Charles Soussen. Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior, 2022-05-22. (https://centralesupelec.hal.science/hal-03576005v1)
  • Ronan Rialland, V. Carrere, Rodolphe Marion, Charles Soussen. Identification of minerals from hyperspectral imaging based on a fuzzy logic approach, 2021-04-12. (https://hal.science/hal-03210707v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Exact recovery analysis of non-negative orthogonal greedy algorithms, 2020-12-02. (https://hal.science/hal-03083627v1)
  • Walter Blondel, Sergey Zaytsev, Victor Colas, Grégoire Khairallah, Prisca Rakotomanga, Charles Soussen, Elina A. Genina, Christian Daul, Valery Tuchin, Marine Amouroux. Study of the impact of optical clearing on skin absorption, scattering and autofluorescence properties, 2020-11-02. (https://hal.science/hal-03018569v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Exact recovery analysis of non-negative greedy algorithms, 2020-10. (https://centralesupelec.hal.science/hal-04383983v1)
  • Ronan Rialland, Charles Soussen, Rodolphe Marion, V. Carrere. OMP-based algorithm for mineral reflectance spectra deconvolution from hyperspectral images, 2020-09-26. (https://hal.science/hal-03108138v1)
  • Walter Blondel, Prisca Rakotomanga, Sergey Zaytsev, Grégoire Khairallah, Charles Soussen, Elina A. Genina, Wei Feng, Dan Zhu, Valery Tuchin, Marine Amouroux. Modifications of skin optical properties throughout optical clearing process based on spatially resolved autofluorescence and diffuse reflectance tissue spectroscopy, 2019-11-11. (https://hal.science/hal-02403647v1)
  • Prisca Rakotomanga, Sergey Zaytsev, Marine Amouroux, Charles Soussen, Grégoire Khairallah, Elina A. Genina, Valery Tuchin, Walter Blondel. Analysis of skin intrinsic fluorophore contributions during optical clearing: source separation technique applied to spatially resolved multiply excited autofluorescence spectra, 2019-09-23. (https://hal.science/hal-02421335v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Algorithmes gloutons orthogonaux pour la reconstruction de signaux parcimonieux positifs, 2019-08-26. (https://centralesupelec.hal.science/hal-02149677v1)
  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. Identification de supports en k étapes avec OMP pour les dictionnaires continus, 2019-08-26. (https://inria.hal.science/hal-02157571v1)
  • Ronan Rialland, Rodolphe Marion, Charles Soussen, V. Carrere. Identification et caractérisation de minéraux : une procédure automatique de traitement d'image hyperspectrale, 2019-07-10. (https://hal.science/hal-03376962v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. NP-hardness of $\ell$0 minimization problems: revision and extension to the non-negative setting, 2019-07-08. (https://hal.science/hal-02112180v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Exact recovery analysis of non-negative orthogonal matching pursuit, 2019-07-01. (https://hal.science/hal-02378709v1)
  • Clément Elvira, Rémi Gribonval, Cédric Herzet, Charles Soussen. Uniform k-step recovery with CMF dictionaries, 2019-07-01. (https://inria.hal.science/hal-02157561v1)
  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. OMP and continuous dictionaries: Is k-step recovery possible ?, 2019-05-12. (https://hal.science/hal-02049486v3)
  • Prisca Rakotomanga, Grégoire Khairallah, Shvachkina Marina, Marine Amouroux, Charles Soussen, Alain Delconte, Frédéric Marchal, Wei Feng, Alexander Pravdin, Dan Zhu, Valery Tuchin, Walter Blondel. Investigation of human skin autofluorescence modifications due to optical clearing using spatially resolved spectroscopy and multiple excitations, 2018-10-26. (https://hal.science/hal-01931325v1)
  • Grégoire Khairallah, Walter Blondel, Prisca Rakotomanga, Charles Soussen, Alain Delconte, François Plenat, Frédéric Marchal, Marine Amouroux. Impact of standardization of autofluorescence and diffuse reflectance spectra on diagnosis accuracy of optical spectroscopy used for skin carcinomas diagnosis, 2018-09-24. (https://hal.science/hal-01931306v1)
  • Vadim D. Genin, Prisca Rakotomanga, Sergey Zaytsev, Elina A. Genina, Ekaterina N. Lazareva, Grégoire Khairallah, Marine Amouroux, Charles Soussen, Hang Chen, Wei Feng, Dan Zhu, Alexey N. Bashkatov, Walter C.P.M. Blondel, Valery Tuchin. Research and development of effective optical technologies for diagnostics in dermatology, 2018-09-24. (https://hal.science/hal-02403635v1)
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Sergey Zaytsev, Elina Genina, Valery Tuchin, Frédéric Marchal, Alain Delconte, Hang Chen, Wei Feng, Dan Zhu, Walter Blondel. Estimation of skin optical properties modified by an optical clearing agent and measured using bimodal tissue spectroscopy, 2018-09-24. (https://hal.science/hal-01931288v1)
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet. Spectroscopic decomposition of astronomical multispectral images using B-splines, 2018-09. (https://hal.science/hal-01871674v1)
  • Clément Elvira, Rémi Gribonval, Cedric Herzet, Charles Soussen. A case of exact recovery with OMP using continuous dictionaries, 2018-06-28. (https://inria.hal.science/hal-01937532v1)
  • Prisca Rakotomanga, Grégoire Khairallah, Marine Amouroux, Wei Feng, Dan Zhu, Hang Chen, Christian Daul, Alain Delconte, Frédéric Marchal, Charles Soussen, Walter Blondel. Spatially resolved autofluorescence and diffuse reflectance spectroscopy-based evaluation of human skin optical properties subjected to optical clearing agents, 2018-06-19. (https://hal.science/hal-01931271v1)
  • Walter Blondel, Prisca Rakotomanga, Charles Soussen, Wei Feng, Dan Zhu, Hang Chen, Christian Daul, Alain Delconte, Frédéric Marchal, Marine Amouroux. Skin optical properties modifications using optical clearing agents: experimental and modelling results, 2018-06-04. (https://hal.science/hal-01861661v1)
  • Grégoire Khairallah, Walter Blondel, Prisca Rakotomanga, Charles Soussen, Alain Delconte, François Plenat, Frédéric Marchal, Marine Amouroux. Caractérisation par spectroscopie optique des classes tissulaires rencontrées lors de résection chirurgicale des carcinomes cutanés, 2018-05-23. (https://hal.science/hal-01931711v1)
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Frédéric Marchal, Alain Delconte, Hang Chen, Wei Feng, Dan Zhu, Walter Blondel. Estimation des propriétés optiques de peau humaine modifiées par un agent de clarification optique et mesurées par spectroscopie tissulaire bimodale, 2018-05-23. (https://hal.science/hal-01931709v1)
  • Grégoire Khairallah, Marine Amouroux, François Plénat, Prisca Rakotomanga, Charles Soussen, Frédéric Marchal, Alain Delconte, Hang Chen, Walter Blondel. 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, 2018-04-22. (https://hal.science/hal-01861647v1)
  • Grégoire Khairallah, Marine Amouroux, Prisca Rakotomanga, Charles Soussen, Frédéric Marchal, Alain Delconte, Wei Feng, Dan Zhu, Walter Blondel. Preliminary study investigating depth sensitivity of spatially resolved bimodal spectroscopy combined to optical clearing agents on a human skin based-hybrid model, 2017-11-10. (https://hal.science/hal-01637545v1)
  • Walter Blondel, Prisca Rakotomanga, Grégoire Khairallah, Marine Amouroux, Frédéric Marchal, Alain Delconte, Charles Soussen. Estimation of in vivo optical properties of human skin carcinomas using spatially resolved multimodal spectroscopy: clinical study preliminary results, 2017-10-10. (https://hal.science/hal-01637578v1)
  • Walter Blondel, Prisca Rakotomanga, Charles Soussen, Christian Daul, Grégoire Khairallah, Frédéric Marchal, Marine Amouroux, Alain Delconte, Maria N. Kholodtsova, Viktor B. Loschenov. Overview on inverse problem solving techniques to estimate optical properties from fibered spectroscopic devices, 2017-10-08. (https://hal.science/hal-01637674v1)
  • Prisca Rakotomanga, Grégoire Khairallah, Charles Soussen, Marine Amouroux, Frédéric Marchal, Alain Delconte, Wei Feng, Dan Zhu, Walter C.P.M. Blondel. Human skin optical property modifications upon optical clearing agents estimated from spatially-resolved tissue optical spectroscopy, 2017-09-26. (https://univ-evry.hal.science/hal-01644770v1)
  • Hassan Mortada, Mazet Vincent, Charles Soussen, Christophe Collet. Séparation de sources retardées et paramétriques, 2017-09-05. (https://hal.science/hal-01872698v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. An optimized version of non-negative OMP, 2017-09-05. (https://hal.univ-lorraine.fr/hal-01585253v1)
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet. Separation of delayed parameterized sources, 2017-08-28. (https://hal.science/hal-01497248v2)
  • Prisca Rakotomanga, Charles Soussen, Walter C.P.M. Blondel. Influence of cost functions and optimization methods on solving the inverse problem in spatially resolved diffuse reflectance spectroscopy, 2017-01-28. (https://hal.science/hal-01588550v1)
  • Walter Blondel, Prisca Rakotomanga, Maria Kholodtsova, Christian Daul, Viktor Loschenov, Marine Amouroux, Charles Soussen. On the estimation of tissue optical parameters from diffuse reflectance spectroscopy, 2016-12-26. (https://hal.science/hal-01416845v1)
  • Marine Amouroux, Prisca Rakotomanga, Grégoire Khairallah, Hélène Schneider, Charles Soussen, Walter Blondel. Biopsie optique pour la caractérisation peropératoire de carcinomes cutanés : dispositif médical innovant et problématiques scientifiques interdisciplinaires, 2016-11-24. (https://hal.science/hal-03005638v1)
  • Charles Soussen, Jérôme Idier, Junbo Duan, David Brie. Algorithmes de type homotopiques pour la minimisation des moindres carrés régularisés par la "norme" $\ell_0$, 2016-05-09. (https://hal.science/hal-01323012v1)
  • Claire Barbieux, G. Francius, Rémi Klotz, Vanessa Besancenot, Emilie Brunner, Charles Soussen, David Brie, Sandra Kaminski, Philippe Becuwe, Stéphanie Grandemange. The transcriptional regulator DDB2 modulates TGFβ1 signaling and membrane nanomechanics of breast cancer cells, 2015-09-21. (https://hal.science/hal-01246679v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan. An optimal method to segment piecewise Poisson distributed signals with application to sequencing data, 2015-08-25. (https://hal.science/hal-01163895v1)
  • Claire Barbieux, G. Francius, Rémi Klotz, Vanessa Besancenot, Emilie Brunner, Charles Soussen, David Brie, Sandra Kaminski, Philippe Becuwe, Stéphanie Grandemange. The Damaged DNA Binding 2 protein: a new modulator of TGFβ1 signaling pathway and membrane nanomechanics in breast cancer cells, 2015-07-04. (https://hal.science/hal-01246673v1)
  • Claire Barbieux, G. Francius, Rémi Klotz, Marie Ennen, Vanessa Besancenot, Emilie Brunner, Charles Soussen, David Brie, Sabine Mazerbourg, Kaminski Sandra, Stéphanie Grandemange, Philippe Bécuwe. The transcriptional regulator DDB2 modulates TGF beta 1 signaling and cell adhesion in breast cancer cells, 2014-11-20. (https://hal.science/hal-01100733v1)
  • Simon Henrot, Charles Soussen, David Brie. Sequential deconvolution - Unmixing of blurred hyperspectral data, 2014-10-27. (https://hal.science/hal-01078225v1)
  • Cédric Herzet, Charles Soussen. Enhanced Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay, 2014-08-27. (https://inria.hal.science/hal-01096266v1)
  • Charles Soussen. Confocal fluorescence microscopy and force-volume imaging in atomic force microscopy: a signal processing perspective, 2014-06-30. (https://hal.science/hal-01078083v1)
  • Simon Henrot, Charles Soussen, Saïd Moussaoui, David Brie. Restauration positive d'images hyperspectrales avec préservation des contours, 2013-10. (https://hal.science/hal-00914498v1)
  • Vincent Mazet, Charles Soussen, El-Hadi Djermoune. Décomposition de spectres en motifs paramétriques par approximation parcimonieuse, 2013-09-03. (https://hal.science/hal-00916924v1)
  • Simon Henrot, Charles Soussen, Saïd Moussaoui, David Brie. Restauration positive d'images hyperspectrales avec préservation des contours, 2013-09-03. (https://hal.science/hal-00905210v1)
  • Charles Soussen, Cédric Herzet, Jérôme Idier, Rémi Gribonval. Unrecoverable subsets by OMP and Basis Pursuit, 2013-07-08. (https://hal.science/hal-00811641v1)
  • Simon Henrot, Saïd Moussaoui, Charles Soussen, David Brie. Edge-preserving nonnegative hyperspectral image restoration, 2013-05-26. (https://hal.science/hal-00905212v1)
  • Simon Henrot, Charles Soussen, David Brie. Déconvolution d'images hyperspectrales de fluorescence en microscopie confocale sous contrainte de positivité, 2011-11. (https://hal.science/hal-00914490v1)
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Analyse modale bidimensionnelle par approximation parcimonieuse et multirésolution, 2011-09-05. (https://hal.science/hal-00601947v1)
  • Simon Henrot, Charles Soussen, David Brie. Déconvolution rapide d'images hyperspectrales de fluorescence, 2011-09-05. (https://hal.science/hal-00601929v1)
  • Sébastien Bourguignon, Charles Soussen, Hervé Carfantan, Jérôme Idier. Sparse deconvolution: comparison of statistical and deterministic approaches, 2011-06-28. (https://hal.science/hal-00583135v1)
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Sparse multiresolution modal estimation, 2011-06-28. (https://hal.science/hal-00584489v1)
  • Simon Henrot, Charles Soussen, David Brie. Fast deconvolution of large fluorescence hyperspectral images, 2011-06-06. (https://hal.science/hal-00593546v1)
  • Achraf Ben Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf. Flexible projector calibration for active stereoscopic systems, 2010-09-26. (https://hal.science/hal-00491228v1)
  • Achraf Ben Hamadou, Christian Daul, Charles Soussen, Ahmed Rekik, Walter Blondel. A novel 3D surface construction approach: application to three-dimensional endoscopic data, 2010-09-26. (https://hal.science/hal-00519411v1)
  • Christian Daul, Walter Blondel, Achraf Ben Hamadou, Rosebet Miranda, Charles Soussen, Didier Wolf, François Guillemin. From 2D towards 3D cartography of hollow organs, 2010-09-08. (https://hal.science/hal-00517538v1)
  • Achraf Ben Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf. Mosaïquage d'images cystoscopiques: étude comparative de méthodes de recalage, 2009-09-08. (https://hal.science/hal-00388522v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier. Détection conjointe de discontinuités d'ordres différents dans un signal par minimisation de critère L2-L0, 2009-09-08. (https://hal.science/hal-00388524v1)
  • Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, Christian Mustin. Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors, 2009-08-24. (https://hal.science/hal-00384799v1)
  • Achraf Ben Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf. Comparative study of image registration techniques for bladder video-endoscopy, 2009-06-14. (https://hal.science/hal-00388517v1)
  • Achraf Ben Hamadou, Walter Blondel, Christian Daul, Charles Soussen, Didier Wolf. Mosaïquage automatique d'images cystoscopiques : évaluation qualitative et quantitative, 2009-05-12. (https://hal.science/hal-00435480v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier. A continuation approach to estimate a solution path of mixed L2-L0 minimization problems, 2009-04-06. (https://hal.science/hal-00363468v1)
  • Charles Soussen, Junbo Duan, David Brie, Fabien Gaboriaud. Modeling of force-volume images in atomic force microscopy, 2008-10-24. (https://hal.science/hal-00335199v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Fabien Gaboriaud. Sparse representation of a force spectrum and a force-volume image, 2008-10-24. (https://hal.science/hal-00335204v1)
  • Charles Soussen, Junbo Duan, David Brie, Fabien Gaboriaud. Problèmes d'inversion de données en imagerie de force atomique, 2008-06-23. (https://hal.science/hal-00335210v1)
  • Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler. Modeling of force-volume images in atomic force microscopy, 2008-05-14. (https://hal.science/hal-00271741v1)
  • Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler. Atomic force microscopy imaging and related issues in signal processing: a preliminary work, 2007-11-15. (https://hal.science/hal-00196504v1)
  • Charles Soussen, Jérôme Idier. 3D reconstruction of localized objects from radiographs, 2006-11-16. (https://hal.science/hal-00118774v1)
  • Charles Soussen, J. Idier. 3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity, 2005-09-14. (https://hal.science/hal-03093345v1)
  • Charles Soussen, Mohammad-Djafari Ali. Closed surface reconstruction in X-ray tomography, 2001-10. (https://hal.science/hal-03093342v1)
• Article in a review - 26 documents
• • William Pasillas-Lépine, Samuel Tuffet, Charles Soussen, Ségolène Gendreau, Mohamed Ahmed Boujelben, Armand Mekontso-Dessap, Guillaume Carteaux. A novel method for noninvasive estimation of respiratory effort during pressure support ventilation, 2024-07. (https://hal.science/hal-04577004v1)
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. K-step analysis of orthogonal greedy algorithms for non-negative sparse representations, 2021-11. (https://hal.science/hal-01971697v5)
  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. When does OMP achieve exact recovery with continuous dictionaries?, 2021-03. (https://inria.hal.science/hal-02099464v4)
  • Ronan Rialland, Charles Soussen, Rodolphe Marion, V. Carrere. Improved deconvolution of mineral reflectance spectra, 2021. (https://hal.science/hal-03260043v3)
  • Thi Thanh Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune. Non-negative orthogonal greedy algorithms, 2019-11. (https://hal.science/hal-02049424v3)
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Sergey Zaytsev, Elina Genina, Hang Chen, Alain Delconte, Christian Daul, Valery Tuchin, Walter Blondel. Source separation approach for the analysis of spatially resolved multiply excited autofluorescence spectra during optical clearing of ex vivo skin, 2019-07. (https://hal.science/hal-02160058v1)
  • Antoine Marchal, Marc-Antoine Miville-Deschênes, François Orieux, Nicolas Gac, Charles Soussen, Marie-Jeanne Lesot, Adrien Revault d'Allonnes, Quentin Salomé. ROHSA: Regularized Optimization for Hyper-Spectral Analysis, 2019. (https://hal.science/hal-02147300v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan. A parallelizable framework for segmenting piecewise signals, 2019. (https://hal.science/hal-01978681v1)
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson. Parameterized Source Separation For Delayed Spectroscopic Signals, 2019. (https://hal.science/hal-01847322v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Mingxi Wan, Yu-Ping Wang. Generalized LASSO with under-determined regularization matrices, 2016-10. (https://hal.science/hal-01295086v1)
  • Achraf Ben Hamadou, Christian Daul, Charles Soussen. Construction of extended 3D field of views of the internal bladder wall surface: A proof of concept, 2016-06-15. (https://hal.science/hal-01333313v1)
  • Claire Barbieux, Jalal Bacharouche, Charles Soussen, Sebastien Hupont, Angélina Razafitianamaharavo, Rémi Klotz, Rémi Pannequin, David Brie, Philippe Bécuwe, G. Francius, Stéphanie Grandemange. DDB2 (damaged-DNA binding 2) protein: a new modulator of nanomechanical properties and cell adhesion of breast cancer cells, 2016-03. (https://hal.science/hal-01283070v1)
  • Cédric Herzet, Angélique Drémeau, Charles Soussen. Relaxed recovery conditions for OMP/OLS by exploiting both coherence and decay, 2016-01. (https://inria.hal.science/hal-01058077v1)
  • Charles Soussen, Jérome Idier, Junbo Duan, David Brie. Homotopy based algorithms for L0-regularized least-squares, 2015-07-01. (https://hal.science/hal-00948313v3)
  • Simon Henrot, Charles Soussen, Manuel Dossot, David Brie. Does deblurring improve geometrical hyperspectral unmixing?, 2014-01-16. (https://hal.science/hal-00933013v1)
  • Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval. Exact recovery conditions for sparse representations with partial support information, 2013-11-21. (https://inria.hal.science/hal-00907646v1)
  • Achraf Ben Hamadou, Charles Soussen, Christian Daul, Walter C.P.M. Blondel, Didier Wolf. Flexible calibration of structured-light systems projecting point patterns, 2013-10. (https://hal.science/hal-00834582v1)
  • Charles Soussen, Rémi Gribonval, Jérôme Idier, Cédric Herzet. Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares, 2013-05. (https://hal.science/hal-00637003v2)
  • Simon Henrot, Charles Soussen, David Brie. Fast positive deconvolution of hyperspectral images, 2013-02. (https://hal.science/hal-00730503v1)
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang. On LARS/homotopy equivalence conditions for over-determined LASSO, 2012-12. (https://hal.science/hal-00738715v1)
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Sparse multidimensional modal analysis using a multigrid dictionary refinement, 2012-03-08. (https://hal.science/hal-00680714v1)
  • Charles Soussen, Jérôme Idier, Ewen Carcreff, Laurent Simon, Catherine Potel. Ultrasonic non destructive testing based on sparse deconvolution, 2012-03. (https://hal.science/hal-00751517v1)
  • Charles Soussen, Jérôme Idier, David Brie, Junbo Duan. From Bernoulli-Gaussian deconvolution to sparse signal restoration, 2011-10. (https://hal.science/hal-00443842v4)
  • Pavel Polyakov, Charles Soussen, Junbo Duan, Jérôme D.F. Duval, David Brie, G. Francius. Automated Force Volume Image Processing for Biological Samples, 2011-04. (https://hal.science/hal-00584565v1)
  • Charles Soussen, Jérôme Idier. Reconstruction of 3D localized objects from limited angle X-ray projections: an approach based on sparsity and multigrid image representation, 2008. (https://hal.science/hal-00271733v1)
  • Charles Soussen, A. Mohammad-Djafari. Polygonal and Polyhedral Contour Reconstruction in Computed Tomography, 2004-11. (https://hal.science/hal-03093326v1)
• SOFTWARE - 1 document
• • Thi Thanh Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune. Non-negative greedy algorithms: Matlab implementation, 2019-03. (https://hal.science/hal-04406199v1)
• POSTER - 1 document
• • Ronan Rialland, Rodolphe Marion, V. Carrere, Charles Soussen, Jean-Philippe Poli. Mineral Identification And Characterization: An Integrated Approach To Recover Mineralogical Information From Hyperspectral Images, 2019-02-06. (https://centralesupelec.hal.science/hal-02861548v1)
• Other submission - 2 documents
• • Clément Elvira, Rémi Gribonval, Cédric Herzet, Charles Soussen. A case of exact recovery using OMP with continuous dictionaries, 2018-05. (https://hal.science/hal-02049466v1)
  • Thi Thanh Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune. Non-negative orthogonal greedy algorithms for sparse reconstruction, 2018-05. (https://hal.science/hal-02049471v1)
• Report - 1 document
• • Simon Henrot, Charles Soussen, Said Moussaoui, David Brie. Edge-preserving nonnegative deconvolution of hyperspectral fluorescence microscopy images, 2015-07. (https://hal.science/hal-01171524v1)
• Work chapter - 6 documents
• • Charles Soussen, David Brie, Gregory Francius, Jérome Idier. Analysis of force-volume images in atomic force microscopy using sparse approximation, 2015-02. (https://hal.science/hal-01119712v1)
  • Charles Soussen, David Brie, Gregory Francius, Jérôme Idier. Approximation parcimonieuse pour l'analyse d'images force-volume en microscopie de force atomique, 2013-11-25. (https://hal.science/hal-00916925v1)
  • Charles Soussen, David Brie, Grégory Francius, Jérôme Idier. Approximation parcimonieuse pour le traitement d’image force-volume en microscopie de force atomique IC2 Traitement Signal et Image, 2013. (https://hal.univ-lorraine.fr/hal-01974329v1)
  • Marc Sauget, Remy Laurent, Julien Henriet, Michel Salomon, Regine Gschwind, Sylvain Contassot-Vivier, Libor Makovicka, Charles Soussen. Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy, 2010. (https://hal.science/hal-00520154v1)
  • Charles Soussen, Ali Mohammad-Djafari. Surface reconstruction from tomography data, 2009-12. (https://hal.science/hal-00444642v1)
  • Charles Soussen, Ali Mohammad-Djafari. Reconstruction des surfaces en tomographie, 2009-09. (https://hal.science/hal-00335209v1)
• HDR - 1 document
• • Charles Soussen. Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses, 2013-11-28. (https://theses.hal.science/tel-00924578v2)
• Dissertation - 1 document
• • Charles Soussen. Reconstruction 3D d'un objet compact en tomographie, 2000-12-20. (https://theses.hal.science/tel-00004126v2)