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108

Charles Soussen


Je suis né en France in 1972. Je suis diplômé de l'Ecole Nationale Supérieure en Informatique et Mathématiques Appliquées, Grenoble (ENSIMAG) en 1996. J'ai obtenu ma thèse en traitement du signal et des images au Laboratoire des Signaux et Systèmes (L2S), 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 du L2S depuis 2020, et membre du Comité National de la Recherche Scientifique (CoNRS), section 7 depuis septembre 2019 et jusqu'à août 2021.

Ma page web se trouve ici.

 


Journal articles24 documents

  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. When does OMP achieve exact recovery with continuous dictionaries?. Applied and Computational Harmonic Analysis, Elsevier, 2021, 51, pp.39. ⟨10.1016/j.acha.2020.12.002⟩. ⟨hal-02099464v4⟩
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. K-step analysis of orthogonal greedy algorithms for non-negative sparse representations. Signal Processing, Elsevier, 2021, ⟨10.1016/j.sigpro.2021.108185⟩. ⟨hal-01971697v5⟩
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Sergey Zaytsev, et al.. Source separation approach for the analysis of spatially resolved multiply excited autofluorescence spectra during optical clearing of ex vivo skin. Biomedical optics express, Optical Society of America - OSA Publishing, 2019, 10 (7), pp.3410-3424. ⟨10.1364/BOE.10.003410⟩. ⟨hal-02160058⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, et al.. A parallelizable framework for segmenting piecewise signals. IEEE Access, IEEE, 2019, 7, pp.13217-13229. ⟨10.1109/ACCESS.2018.2890077⟩. ⟨hal-01978681⟩
  • Thi Thanh Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune. Non-negative orthogonal greedy algorithms. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (21), pp.5643-5658. ⟨10.1109/TSP.2019.2943225⟩. ⟨hal-02049424v3⟩
  • Antoine Marchal, Marc-Antoine Miville-Deschênes, François Orieux, Nicolas Gac, Charles Soussen, et al.. ROHSA: Regularized Optimization for Hyper-Spectral Analysis: Application to phase separation of 21 cm data. Astronomy and Astrophysics - A&A, EDP Sciences, 2019, 626, pp.A101. ⟨10.1051/0004-6361/201935335⟩. ⟨hal-02147300⟩
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson. Parameterized Source Separation For Delayed Spectroscopic Signals. Signal Processing, Elsevier, 2019, 158, pp.48-60. ⟨10.1016/j.sigpro.2018.12.015⟩. ⟨hal-01847322⟩
  • Achraf Ben Hamadou, Christian Daul, Charles Soussen. Construction of extended 3D field of views of the internal bladder wall surface: A proof of concept. 3D Research, Springer, 2016, 7 (3), pp.Article: 19. ⟨10.1007/s13319-016-0095-6⟩. ⟨hal-01333313⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Mingxi Wan, et al.. Generalized LASSO with under-determined regularization matrices. Signal Processing, Elsevier, 2016, 127, pp.239-246. ⟨10.1016/j.sigpro.2016.03.001⟩. ⟨hal-01295086⟩
  • Cédric Herzet, Angélique Drémeau, Charles Soussen. Relaxed recovery conditions for OMP/OLS by exploiting both coherence and decay. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2016, 62 (1), pp.459-470. ⟨10.1109/TIT.2015.2490660⟩. ⟨hal-01058077⟩
  • Claire Barbieux, Jalal Bacharouche, Charles Soussen, Sebastien Hupont, Angélina Razafitianamaharavo, et al.. DDB2 (damaged-DNA binding 2) protein: a new modulator of nanomechanical properties and cell adhesion of breast cancer cells. Nanoscale, Royal Society of Chemistry, 2016, 8 (9), pp.5268-5279. ⟨10.1039/C5NR09126H⟩. ⟨hal-01283070⟩
  • Charles Soussen, Jérome Idier, Junbo Duan, David Brie. Homotopy based algorithms for L0-regularized least-squares. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2015, 63 (13), pp.3301-3316. ⟨10.1109/TSP.2015.2421476⟩. ⟨hal-00948313v3⟩
  • Simon Henrot, Charles Soussen, Manuel Dossot, David Brie. Does deblurring improve geometrical hyperspectral unmixing?. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2014, 23 (3), pp.1169-1180. ⟨10.1109/TIP.2014.2300822⟩. ⟨hal-00933013⟩
  • Simon Henrot, Charles Soussen, David Brie. Fast positive deconvolution of hyperspectral images. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2013, 22 (2), pp.828-833. ⟨10.1109/TIP.2012.2216280⟩. ⟨hal-00730503⟩
  • Achraf Ben Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf. Flexible calibration of structured-light systems projecting point patterns. Computer Vision and Image Understanding, Elsevier, 2013, 117 (10), pp.1468-1481. ⟨10.1016/j.cviu.2013.06.002⟩. ⟨hal-00834582⟩
  • Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval. Exact recovery conditions for sparse representations with partial support information. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (11), pp.7509-7524. ⟨10.1109/TIT.2013.2278179⟩. ⟨hal-00907646⟩
  • Charles Soussen, Rémi Gribonval, Jérôme Idier, Cédric Herzet. Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (5), pp.3158-3174. ⟨10.1109/TIT.2013.2238606⟩. ⟨hal-00637003v2⟩
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Sparse multidimensional modal analysis using a multigrid dictionary refinement. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2012, pp.2012:60. ⟨10.1186/1687-6180-2012-60⟩. ⟨hal-00680714⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang. On LARS/homotopy equivalence conditions for over-determined LASSO. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2012, 19 (12), pp.894-897. ⟨10.1109/LSP.2012.2221712⟩. ⟨hal-00738715⟩
  • Charles Soussen, Jérôme Idier, Ewen Carcreff, Laurent Simon, Catherine Potel. Ultrasonic non destructive testing based on sparse deconvolution. Journal of Physics: Conference Series, IOP Publishing, 2012, 353 (012018), pp.1-10. ⟨hal-00751517⟩
  • Pavel Polyakov, Charles Soussen, Junbo Duan, Jérôme Duval, David Brie, et al.. Automated Force Volume Image Processing for Biological Samples. PLoS ONE, Public Library of Science, 2011, 6 (4), pp.1-19. ⟨10.1371/journal.pone.0018887⟩. ⟨hal-00584565⟩
  • Charles Soussen, Jérôme Idier, David Brie, Junbo Duan. From Bernoulli-Gaussian deconvolution to sparse signal restoration. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2011, 59 (10), pp.4572-4584. ⟨10.1109/TSP.2011.2160633⟩. ⟨hal-00443842v4⟩
  • Charles Soussen, Jérôme Idier. Reconstruction of 3D localized objects from limited angle X-ray projections: an approach based on sparsity and multigrid image representation. Journal of Electronic Imaging, SPIE and IS&T, 2008, 17 (3), pp.033011. ⟨10.1117/12.815168⟩. ⟨hal-00271733⟩
  • Charles Soussen, A. Mohammad-Djafari. Polygonal and Polyhedral Contour Reconstruction in Computed Tomography. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2004, 13 (11), pp.1507-1523. ⟨10.1109/TIP.2004.836159⟩. ⟨hal-03093326⟩

Conference papers69 documents

  • Ronan Rialland, V. Carrere, Rodolphe Marion, Charles Soussen. Identification of minerals from hyperspectral imaging based on a fuzzy logic approach. SPIE Defense + Commercial Sensing,, Apr 2021, Online Only, United States. pp.18, ⟨10.1117/12.2587600⟩. ⟨hal-03210707⟩
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Exact recovery analysis of non-negative orthogonal greedy algorithms. International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, iTWIST 2020, Dec 2020, Nantes, France. ⟨hal-03083627⟩
  • Walter Blondel, Sergey Zaytsev, Victor Colas, Grégoire Khairallah, Prisca Rakotomanga, et al.. Study of the impact of optical clearing on skin absorption, scattering and autofluorescence properties. 19th International Conference on Laser Optics, ICLO 2020 (6th International Symposium on Lasers in Medicine and Biophotonics), Nov 2020, St Petersburg, Russia. ⟨hal-03018569⟩
  • Ronan Rialland, Charles Soussen, Rodolphe Marion, Véronique Carrère. OMP-based algorithm for mineral reflectance spectra deconvolution from hyperspectral images. International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, HI (virtual), United States. ⟨10.1109/IGARSS39084.2020.9323461⟩. ⟨hal-03108138⟩
  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. Identification de supports en k étapes avec OMP pour les dictionnaires continus. GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4. ⟨hal-02157571⟩
  • Walter Blondel, Prisca Rakotomanga, Sergey Zaytsev, Grégoire Khairallah, Charles Soussen, et al.. Modifications of skin optical properties throughout optical clearing process based on spatially resolved autofluorescence and diffuse reflectance tissue spectroscopy. 12th International Photonics and Optoelectronics Meetings, POEM 2019 – 7th Sino-French Optoelectronics Forum, Nov 2019, Wuhan, China. ⟨hal-02403647⟩
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Algorithmes gloutons orthogonaux pour la reconstruction de signaux parcimonieux positifs. XXVIIème Colloque francophone de traitement du signal et des images, GRETSI 2019, Aug 2019, Lille, France. ⟨hal-02149677⟩
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. Exact recovery analysis of non-negative orthogonal matching pursuit. Signal Processing with Adaptive Sparse Structured Representations Workshop, SPARS 2019, Jul 2019, Toulouse, France. ⟨hal-02378709⟩
  • 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. 13th International Conference on Sampling Theory and Applications, SampTA 2019, Jul 2019, Bordeaux, France. ⟨hal-02112180⟩
  • Prisca Rakotomanga, Sergey Zaytsev, Marine Amouroux, Charles Soussen, Grégoire Khairallah, et al.. Analysis of skin intrinsic fluorophore contributions during optical clearing: source separation technique applied to spatially resolved multiply excited autofluorescence spectra. 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. ⟨hal-02421335⟩
  • Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet. OMP and continuous dictionaries: Is k-step recovery possible ?. ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2019, Brighton, United Kingdom. pp.1-5, ⟨10.1109/ICASSP.2019.8683617⟩. ⟨hal-02049486v3⟩
  • Clément Elvira, Rémi Gribonval, Cédric Herzet, Charles Soussen. Uniform k-step recovery with CMF dictionaries. SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2. ⟨hal-02157561⟩
  • Grégoire Khairallah, Marine Amouroux, François Plénat, Prisca Rakotomanga, Charles Soussen, et al.. 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. SPIE Photonics Europe, Apr 2018, Strasbourg, France. ⟨10.1117/12.2309516⟩. ⟨hal-01861647⟩
  • Prisca Rakotomanga, Grégoire Khairallah, Shvachkina Marina, Marine Amouroux, Charles Soussen, et al.. Investigation of human skin autofluorescence modifications due to optical clearing using spatially resolved spectroscopy and multiple excitations. Asia Communications and Photonics Conference, ACP 2018, Oct 2018, Hangzhou, China. ⟨hal-01931325⟩
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Sergey Zaytsev, et al.. Estimation of skin optical properties modified by an optical clearing agent and measured using bimodal tissue spectroscopy. Saratov Fall Meeting, SFM’18 - 6th International Symposium "Optics and Biophotonics", Sep 2018, Saratov, Russia. ⟨hal-01931288⟩
  • Grégoire Khairallah, Walter Blondel, Prisca Rakotomanga, Charles Soussen, Alain Delconte, et al.. Impact of standardization of autofluorescence and diffuse reflectance spectra on diagnosis accuracy of optical spectroscopy used for skin carcinomas diagnosis. Saratov Fall Meeting, SFM’18 - 6th International Symposium "Optics and Biophotonics", Sep 2018, Saratov, Russia. ⟨hal-01931306⟩
  • Clément Elvira, Rémi Gribonval, Cedric Herzet, Charles Soussen. A case of exact recovery with OMP using continuous dictionaries. CS 2018 - 9th International Conference on Curves and Surfaces, Jun 2018, Arcachon, France. ⟨hal-01937532⟩
  • Grégoire Khairallah, Walter Blondel, Prisca Rakotomanga, Charles Soussen, Alain Delconte, et al.. Caractérisation par spectroscopie optique des classes tissulaires rencontrées lors de résection chirurgicale des carcinomes cutanés. 11ème colloque national Diagnostic et Imagerie Optique en Médecine et Biologie Biophotonique, OPT-DIAG 2018, May 2018, Paris, France. ⟨hal-01931711⟩
  • Prisca Rakotomanga, Grégoire Khairallah, Marine Amouroux, Wei Feng, Dan Zhu, et al.. Spatially resolved autofluorescence and diffuse reflectance spectroscopy-based evaluation of human skin optical properties subjected to optical clearing agents. 8th International Symposium Europe-China Stem Cells and Regenerative Medicine, Jun 2018, Wuhan, China. ⟨hal-01931271⟩
  • Prisca Rakotomanga, Charles Soussen, Grégoire Khairallah, Marine Amouroux, Frédéric Marchal, et al.. Estimation des propriétés optiques de peau humaine modifiées par un agent de clarification optique et mesurées par spectroscopie tissulaire bimodale. 11ème colloque national Diagnostic et Imagerie Optique en Médecine et Biologie Biophotonique, OPT-DIAG 2018, May 2018, Paris, France. ⟨hal-01931709⟩
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet. Spectroscopic decomposition of astronomical multispectral images using B-splines. Whispers, Sep 2018, Amsterdam, Netherlands. ⟨hal-01871674⟩
  • Walter Blondel, Prisca Rakotomanga, Charles Soussen, Wei Feng, Dan Zhu, et al.. Skin optical properties modifications using optical clearing agents: experimental and modelling results. International Conference on Laser Optics, ICLO 2018, Jun 2018, Saint Petersburg, Russia. ⟨10.1109/LO.2018.8435250⟩. ⟨hal-01861661⟩
  • Vadim Genin, Prisca Rakotomanga, Sergey Zaytsev, Elina Genina, Ekaterina Lazareva, et al.. Research and development of effective optical technologies for diagnostics in dermatology. Saratov Fall Meeting, SFM'18 - Optical and Nano-Technologies for Biology and Medicine, Sep 2018, Saratov, Russia. ⟨10.1117/12.2528700⟩. ⟨hal-02403635⟩
  • Hassan Mortada, Mazet Vincent, Charles Soussen, Christophe Collet. Séparation de sources retardées et paramétriques. 26eme Colloque GRETSI Traitement du Signal & des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. ⟨hal-01872698⟩
  • Prisca Rakotomanga, Charles Soussen, Walter Blondel. Influence of cost functions and optimization methods on solving the inverse problem in spatially resolved diffuse reflectance spectroscopy . SPIE BIOS, Jan 2017, San Francisco, CA, United States. ⟨10.1117/12.2249607⟩. ⟨hal-01588550⟩
  • Thi Thanh Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune. An optimized version of non-negative OMP. XXVIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan-les-Pins, France. ⟨hal-01585253⟩
  • Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet. Separation of delayed parameterized sources. EUSIPCO, Aug 2017, Kos Island, Greece. ⟨hal-01497248v2⟩
  • Walter Blondel, Prisca Rakotomanga, Grégoire Khairallah, Marine Amouroux, Frédéric Marchal, et al.. Estimation of in vivo optical properties of human skin carcinomas using spatially resolved multimodal spectroscopy: clinical study preliminary results. 2nd International Symposium on Physics, Engineering and Technologies for Bio-Medicine, PETBM, PhysBio-MePhI, Oct 2017, Moscow, Russia. ⟨hal-01637578⟩
  • Prisca Rakotomanga, Grégoire Khairallah, Charles Soussen, Marine Amouroux, Frédéric Marchal, et al.. Human skin optical property modifications upon optical clearing agents estimated from spatially-resolved tissue optical spectroscopy. Saratov Fall Meeting, SFM’17 - International Symposium "Optics and Biophotonics-V", Sep 2017, Saratov, Russia. ⟨hal-01644770⟩
  • Walter Blondel, Prisca Rakotomanga, Charles Soussen, Christian Daul, Grégoire Khairallah, et al.. Overview on inverse problem solving techniques to estimate optical properties from fibered spectroscopic devices. 2nd International school for young scientists “Physics, Engineering and Technologies for Biomedicine”, Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Oct 2017, Moscow, Russia. ⟨hal-01637674⟩
  • Grégoire Khairallah, Marine Amouroux, Prisca Rakotomanga, Charles Soussen, Frédéric Marchal, et al.. Preliminary study investigating depth sensitivity of spatially resolved bimodal spectroscopy combined to optical clearing agents on a human skin based-hybrid model. Asia Communications and Photonics Conference, ACP 2017, Nov 2017, Guangzhou, China. ⟨hal-01637545⟩
  • Charles Soussen, Jérôme Idier, Junbo Duan, David Brie. Algorithmes de type homotopiques pour la minimisation des moindres carrés régularisés par la "norme" $\ell_0$. 43e Congrès National d'Analyse Numérique, CANUM 2016, May 2016, Obernai, France. ⟨hal-01323012⟩
  • Walter Blondel, Prisca Rakotomanga, Maria Kholodtsova, Christian Daul, Viktor Loschenov, et al.. On the estimation of tissue optical parameters from diffuse reflectance spectroscopy. 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. ⟨hal-01416845⟩
  • Marine Amouroux, Prisca Rakotomanga, Grégoire Khairallah, Hélène Schneider, Charles Soussen, et al.. Biopsie optique pour la caractérisation peropératoire de carcinomes cutanés : dispositif médical innovant et problématiques scientifiques interdisciplinaires. 10ème Forum du Cancéropôle Grand-Est, Nov 2016, Nancy, France. ⟨hal-03005638⟩
  • Claire Barbieux, G. Francius, Rémi Klotz, Vanessa Besancenot, Emilie Brunner, et al.. The Damaged DNA Binding 2 protein: a new modulator of TGFβ1 signaling pathway and membrane nanomechanics in breast cancer cells. 40th Congress of The Federation of European Biochemical Societies, FEBS 2015, Jul 2015, Berlin, Germany. pp.36, ⟨10.1111/febs.13320⟩. ⟨hal-01246673⟩
  • Claire Barbieux, G. Francius, Rémi Klotz, Vanessa Besancenot, Emilie Brunner, et al.. The transcriptional regulator DDB2 modulates TGFβ1 signaling and membrane nanomechanics of breast cancer cells. 2nd International Symposium of the Cancer Research Center of Lyon, CRCL 2015, Sep 2015, Lyon, France. ⟨hal-01246679⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, et al.. An optimal method to segment piecewise Poisson distributed signals with application to sequencing data. 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⟩. ⟨hal-01163895⟩
  • Claire Barbieux, G. Francius, Rémi Klotz, Marie Ennen, Vanessa Besancenot, et al.. The transcriptional regulator DDB2 modulates TGF beta 1 signaling and cell adhesion in breast cancer cells. 8ème forum du Cancéropôle Grand-Est, Nov 2014, Strasbourg, France. ⟨hal-01100733⟩
  • Cédric Herzet, Charles Soussen. Enhanced Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay. international - Traveling Workshop on Interactions between Sparse models and Technology (iTwist'14), Aug 2014, Namur, Belgium. pp.36-37. ⟨hal-01096266⟩
  • Simon Henrot, Charles Soussen, David Brie. Sequential deconvolution - Unmixing of blurred hyperspectral data. IEEE International Conference on Image Processing, ICIP 2014, Oct 2014, Paris, France. ⟨hal-01078225⟩
  • Charles Soussen. Confocal fluorescence microscopy and force-volume imaging in atomic force microscopy: a signal processing perspective. 16th International Conference Laser Optics 2014, Jun 2014, Saint-Petersburg, Russia. ⟨hal-01078083⟩
  • Simon Henrot, Charles Soussen, Saïd Moussaoui, David Brie. Restauration positive d'images hyperspectrales avec préservation des contours. XXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.CDROM. ⟨hal-00905210⟩
  • Simon Henrot, Saïd Moussaoui, Charles Soussen, David Brie. Edge-preserving nonnegative hyperspectral image restoration. 38th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, May 2013, Vancouver, Canada. pp.CDROM. ⟨hal-00905212⟩
  • Vincent Mazet, Charles Soussen, El-Hadi Djermoune. Décomposition de spectres en motifs paramétriques par approximation parcimonieuse. XXIVe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2013, Sep 2013, Brest, France. pp.1-4. ⟨hal-00916924⟩
  • Simon Henrot, Charles Soussen, Saïd Moussaoui, David Brie. Restauration positive d'images hyperspectrales avec préservation des contours. Journée GdR ISIS "Optimisation convexe sous contrainte", Oct 2013, Paris, France. ⟨hal-00914498⟩
  • Charles Soussen, Cédric Herzet, Jérôme Idier, Rémi Gribonval. Unrecoverable subsets by OMP and Basis Pursuit. Signal Processing with Adaptive Sparse Structured Representations, SPARS 2013, Jul 2013, Lausanne, Switzerland. ⟨hal-00811641⟩
  • Simon Henrot, Charles Soussen, David Brie. Fast deconvolution of large fluorescence hyperspectral images. 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2011, Jun 2011, Lisbonne, Portugal. pp.CDROM. ⟨hal-00593546⟩
  • Simon Henrot, Charles Soussen, David Brie. Déconvolution rapide d'images hyperspectrales de fluorescence. XXIIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2011, Sep 2011, Bordeaux, France. pp.CDROM. ⟨hal-00601929⟩
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Analyse modale bidimensionnelle par approximation parcimonieuse et multirésolution. XXIIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2011, Sep 2011, Bordeaux, France. pp.CDROM. ⟨hal-00601947⟩
  • Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie. Sparse multiresolution modal estimation. IEEE Statistical Signal Processing Workshop, SSP 2011, Jun 2011, Nice, France. pp.CDROM. ⟨hal-00584489⟩
  • Simon Henrot, Charles Soussen, David Brie. Déconvolution d'images hyperspectrales de fluorescence en microscopie confocale sous contrainte de positivité. Journée GdR ISIS "Traitement d'Images en Imagerie Biologique", Nov 2011, Rennes, France. ⟨hal-00914490⟩
  • Sébastien Bourguignon, Charles Soussen, Hervé Carfantan, Jérôme Idier. Sparse deconvolution: comparison of statistical and deterministic approaches. IEEE Statistical Signal Processing Workshop, SSP 2011, Jun 2011, Nice, France. pp.CDROM. ⟨hal-00583135⟩
  • Achraf Ben Hamadou, Christian Daul, Charles Soussen, Ahmed Rekik, Walter Blondel. A novel 3D surface construction approach: application to three-dimensional endoscopic data. 17th IEEE International Conference on Image Processing, ICIP 2010, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.4425-4428. ⟨hal-00519411⟩
  • Achraf Ben Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf. Flexible projector calibration for active stereoscopic systems. 17th IEEE International Conference on Image Processing, ICIP 2010, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.4241-4244. ⟨hal-00491228⟩
  • Christian Daul, Walter Blondel, Achraf Ben Hamadou, Rosebet Miranda, Charles Soussen, et al.. From 2D towards 3D cartography of hollow organs. 7th IEEE International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010, Sep 2010, Tuxtla Gutiérrez, Mexico. pp.285-293. ⟨hal-00517538⟩
  • Achraf Ben Hamadou, Walter Blondel, Christian Daul, Charles Soussen, Didier Wolf. Mosaïquage automatique d'images cystoscopiques : évaluation qualitative et quantitative. Septième colloque Diagnostic et imagerie optiques en médecine, OPTDIAG 2009, May 2009, Paris, France. ⟨hal-00435480⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier. Détection conjointe de discontinuités d'ordres différents dans un signal par minimisation de critère L2-L0. XXIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2009, Sep 2009, Dijon, France. pp.CDROM. ⟨hal-00388524⟩
  • Achraf Ben Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf. Mosaïquage d'images cystoscopiques: étude comparative de méthodes de recalage. XXIIe Colloque GRETSI Traitement du Signal & des Images, GRETSI 2009, Sep 2009, Dijon, France. pp.CDROM. ⟨hal-00388522⟩
  • Achraf Ben Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf. Comparative study of image registration techniques for bladder video-endoscopy. European Conferences on Biomedical Optics, ECBO, Jun 2009, Munich, Germany. pp.CDROM. ⟨hal-00388517⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier. A continuation approach to estimate a solution path of mixed L2-L0 minimization problems. Workshop: Signal Processing with Adaptive Sparse Structured Representations, SPARS'09, Apr 2009, Saint-Malo, France. pp.1-12. ⟨hal-00363468⟩
  • Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, et al.. Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors. 17th European Signal Processing Conference, EUSIPCO 2009, Aug 2009, Glasgow, United Kingdom. pp.1938-1942. ⟨hal-00384799⟩
  • Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler. Modeling of force-volume images in atomic force microscopy. 5th IEEE International Symposium on Biomedical Imaging, ISBI'08, May 2008, Paris, France. pp.CDROM. ⟨hal-00271741⟩
  • Charles Soussen, Junbo Duan, David Brie, Fabien Gaboriaud. Modeling of force-volume images in atomic force microscopy. AFM Workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France. ⟨hal-00335199⟩
  • Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Fabien Gaboriaud. Sparse representation of a force spectrum and a force-volume image. AFM workshop. Biological interfaces: from the model membrane to microbial cells, Oct 2008, Nancy, France. ⟨hal-00335204⟩
  • Charles Soussen, Junbo Duan, David Brie, Fabien Gaboriaud. Problèmes d'inversion de données en imagerie de force atomique. GDR-PRC ISIS, Jun 2008, Paris, France. ⟨hal-00335210⟩
  • Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler. Atomic force microscopy imaging and related issues in signal processing: a preliminary work. 22nd IAR annual meeting, Nov 2007, Grenoble, France. pp.CDROM. ⟨hal-00196504⟩
  • Charles Soussen, Jérôme Idier. 3D reconstruction of localized objects from radiographs. Nov 2006, pp.1-7. ⟨hal-00118774⟩
  • Charles Soussen, J. Idier. 3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity. International Conference on Image Processing, Sep 2005, Genova, Italy. pp.III-744, ⟨10.1109/ICIP.2005.1530499⟩. ⟨hal-03093345⟩
  • Charles Soussen, A. Mohammad-Djafari. Closed surface reconstruction in X-ray tomography. 2001 International Conference on Image Processing, Oct 2001, Thessaloniki, Greece. pp.718-721, ⟨10.1109/ICIP.2001.959146⟩. ⟨hal-03093342⟩

Book sections6 documents

  • Charles Soussen, David Brie, Gregory Francius, Jérome Idier. Analysis of force-volume images in atomic force microscopy using sparse approximation. 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. ⟨hal-01119712⟩
  • 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. Jean-François, Giovannelli; Jérôme, Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermès - Lavoisier, pp.53-73, 2013. ⟨hal-01974329⟩
  • Charles Soussen, David Brie, Gregory Francius, Jérôme Idier. Approximation parcimonieuse pour l'analyse d'images force-volume en microscopie de force atomique. 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. ⟨hal-00916925⟩
  • Marc Sauget, Remy Laurent, Julien Henriet, Michel Salomon, Regine Gschwind, et al.. Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy. 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⟩. ⟨hal-00520154⟩
  • Charles Soussen, Ali Mohammad-Djafari. Reconstruction des surfaces en tomographie. 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. ⟨hal-00335209⟩
  • Charles Soussen, Ali Mohammad-Djafari. Surface reconstruction from tomography data. Ali Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, Wiley, pp.289-322, 2009, Digital Signal and Image processing. ⟨hal-00444642⟩

Other publications2 documents

  • Thi Thanh Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune. Non-negative orthogonal greedy algorithms for sparse reconstruction. 2018. ⟨hal-02049471⟩
  • Clément Elvira, Rémi Gribonval, Cédric Herzet, Charles Soussen. A case of exact recovery using OMP with continuous dictionaries. 2018. ⟨hal-02049466⟩

Preprints, Working Papers, ...4 documents

  • Ronan Rialland, Charles Soussen, Rodolphe Marion, Véronique Carrère. Improved deconvolution of mineral reflectance spectra. 2021. ⟨hal-03260043⟩
  • Cedric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval. Coherence-based Partial Exact Recovery Condition for OMP/OLS. 2012. ⟨hal-00759433⟩
  • Charles Soussen, Junbo Duan, David Brie, Pavel Polyakov, Gregory Francius, et al.. Force curve segmentation by piecewise polynomial approximation: mathematical formulation and complete structure of the algorithm. 2010. ⟨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. ⟨hal-00361380v2⟩

Reports1 document

  • Simon Henrot, Charles Soussen, Said Moussaoui, David Brie. Edge-preserving nonnegative deconvolution of hyperspectral fluorescence microscopy images. [Research Report] CRAN-IRCCyN. 2015. ⟨hal-01171524⟩

Theses1 document

  • Charles Soussen. Reconstruction 3D d'un objet compact en tomographie. Autre. Université Paris Sud - Paris XI, 2000. Français. ⟨tel-00004126v2⟩

Habilitation à diriger des recherches1 document

  • Charles Soussen. Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses. Traitement du signal et de l'image [eess.SP]. Université de Lorraine, 2013. ⟨tel-00924578v2⟩