Charles Soussen

49 papers B 3C 1Misc 3Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
LEMUR: Latent EM Unsupervised Regression for Sparse Inverse Problems.
IEEE Trans. Signal Process.
Pierre Barbault, Matthieu Kowalski, Charles Soussen
2024 J jnl
A novel method for noninvasive estimation of respiratory effort during pressure support ventilation.
Biomed. Signal Process. Control.
William Pasillas-Lépine, Samuel Tuffet, Charles Soussen, Ségolène Gendreau, Mohamed Ahmed Boujelben, Armand Mekontso-Dessap, Guillaume Carteaux
2024 — conf
Joint Decomposition of Multichannel Signals with Multimarginal Optimal Transport.
EUSIPCO
Jean Malléjac, Jérôme Idier, Charles Soussen, Xiangyi Li
2023 — conf
Marginal MAP Estimation of a Bernoulli-Gaussian Signal: Continuous Relaxation Approach.
EUSIPCO
Pierre Barbault, Matthieu Kowalski, Charles Soussen
2022 Misc conf
Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior.
ICASSP
Pierre Barbault, Matthieu Kowalski, Charles Soussen
2021 J jnl
Improved Deconvolution of Mineral Reflectance Spectra.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ronan Rialland, Charles Soussen, Rodolphe Marion, Véronique Carrère
2021 J jnl
K-step analysis of orthogonal greedy algorithms for non-negative sparse representations.
Signal Process.
Thanh Thi Nguyen, Charles Soussen, Jérôme Idier, El-Hadi Djermoune
2020 C conf
OMP-Based Algorithm for Mineral Reflectance Spectra Deconvolution from Hyperspectral Images.
IGARSS
Ronan Rialland, Charles Soussen, Rodolphe Marion, Véronique Carrère
2019 J jnl
A Parallelizable Framework for Segmenting Piecewise Signals.
IEEE Access
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan
2019 J jnl
Non-Negative Orthogonal Greedy Algorithms.
IEEE Trans. Signal Process.
Thanh Thi Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune
2019 Misc conf
OMP and Continuous Dictionaries: Is k-step Recovery Possible?
ICASSP
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
2019 J jnl
Parameterized source separation for delayed spectroscopic signals.
Signal Process.
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson
2019 J jnl
When does OMP achieve support recovery with continuous dictionaries?
CoRR
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
2018 — conf
Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines.
WHISPERS
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
2017 — conf
Separation of delayed parameterized sources.
EUSIPCO
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
2016 J jnl
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept.
CoRR
Achraf Ben-Hamadou, Christian Daul, Charles Soussen
2016 J jnl
Generalized LASSO with under-determined regularization matrices.
Signal Process.
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Mingxi Wan, Yu-Ping Wang
2016 J jnl
Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay.
IEEE Trans. Inf. Theory
Cédric Herzet, Angélique Dremeau, Charles Soussen
2015 — conf
An optimal method to segment piecewise poisson distributed signals with application to sequencing data.
EMBC
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan
2015 J jnl
Comparative study of image registration techniques for bladder video-endoscopy.
CoRR
Achraf Ben-Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf
2015 J jnl
Homotopy Based Algorithms for ℓ
IEEE Trans. Signal Process.
Charles Soussen, Jérôme Idier, Junbo Duan, David Brie
2014 J jnl
Does Deblurring Improve Geometrical Hyperspectral Unmixing?
IEEE Trans. Image Process.
Simon Henrot, Charles Soussen, Manuel Dossot, David Brie
2014 J jnl
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2014 J jnl
Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay.
CoRR
Cédric Herzet, Charles Soussen
2014 B conf
Sequential deconvolution - Unmixing of blurred hyperspectral data.
ICIP
Simon Henrot, Charles Soussen, David Brie
2014 J jnl
ℓ
CoRR
Charles Soussen, Jérôme Idier, Junbo Duan, David Brie
2013 — book
Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses. (Sparse approximation algorithms inspired by Orthogonal Least Squares for inverse problems).
Charles Soussen
2013 Misc conf
Edge-preserving nonnegative hyperspectral image restoration.
ICASSP
Simon Henrot, Saïd Moussaoui, Charles Soussen, David Brie
2013 J jnl
Exact Recovery Conditions for Sparse Representations With Partial Support Information.
IEEE Trans. Inf. Theory
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2013 J jnl
Exact Recovery Conditions for Sparse Representations with Partial Support Information
CoRR
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2013 J jnl
Fast Positive Deconvolution of Hyperspectral Images.
IEEE Trans. Image Process.
Simon Henrot, Charles Soussen, David Brie
2013 J jnl
Flexible calibration of structured-light systems projecting point patterns.
Comput. Vis. Image Underst.
Achraf Ben-Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf
2013 J jnl
Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares.
IEEE Trans. Inf. Theory
Charles Soussen, Rémi Gribonval, Jérôme Idier, Cédric Herzet
2012 J jnl
Coherence-based Partial Exact Recovery Condition for OMP/OLS.
CoRR
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2012 J jnl
On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO.
IEEE Signal Process. Lett.
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang
2012 J jnl
Sparse multidimensional modal analysis using a multigrid dictionary refinement.
EURASIP J. Adv. Signal Process.
Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie
2011 J jnl
A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem.
CoRR
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang
2011 — conf
Fast deconvolution of large fluorescence hyperspectral images.
WHISPERS
Simon Henrot, Charles Soussen, David Brie
2011 J jnl
From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration.
IEEE Trans. Signal Process.
Charles Soussen, Jérôme Idier, David Brie, Junbo Duan
2010 B conf
A novel 3D surface construction approach: Application to three-dimensional endoscopic data.
ICIP
Achraf Ben-Hamadou, Christian Daul, Charles Soussen, Ahmed Rekik, Walter Blondel
2010 — conf
Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy.
ICANN (1)
Marc Sauget, Rémy Laurent, Julien Henriet, Michel Salomon, Régine Gschwind, Sylvain Contassot-Vivier, Libor Makovicka, Charles Soussen
2010 B conf
Flexible projector calibration for active stereoscopic systems.
ICIP
Achraf Ben-Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf
2010 — conf
From 2D towards 3D cartography of hollow organs.
CCE
Christian Daul, Walter Blondel, Achraf Ben-Hamadou, Rosebet Miranda-Luna, Charles Soussen, Didier Wolf, François Guillemin
2009 — conf
Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors.
EUSIPCO
Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, Christian Mustin
2008 — conf
Modeling of force-volume images in atomic force microscopy.
ISBI
Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler
2008 J jnl
Reconstruction of three-dimensional localized objects from limited angle x-ray projections: an approach based on sparsity and multigrid image representation.
J. Electronic Imaging
Charles Soussen, Jérôme Idier
2005 — conf
3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity.
ICIP (3)
Charles Soussen, Jérôme Idier
2004 J jnl
Polygonal and polyhedral contour reconstruction in computed tomography.
IEEE Trans. Image Process.
Charles Soussen, Ali Mohammad-Djafari
2001 — conf
Closed surface reconstruction in X-ray tomography.
ICIP (1)
Ali Mohammad-Djafari, Charles Soussen