Closed surface reconstruction in X-ray tomography. - Ali Mohammad-Djafari; Charles Soussen (ICIP (1), 2001)

Polygonal and polyhedral contour reconstruction in computed tomography. - Charles Soussen; Ali Mohammad-Djafari (IEEE Trans. Image Process., 2004)

3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity. - Charles Soussen; Jérôme Idier (ICIP (3), 2005)

Modeling of force-volume images in atomic force microscopy. - Charles Soussen; David Brie; Fabien Gaboriaud; Cyril Kessler (ISBI, 2008)

Reconstruction of three-dimensional localized objects from limited angle x-ray projections: an approach based on sparsity and multigrid image representation. - Charles Soussen; Jérôme Idier (J. Electronic Imaging, 2008)

Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors. - Charles Soussen; Sebastian Miron; Fabrice Caland; David Brie; Patrick Billard; Christian Mustin (EUSIPCO, 2009)

Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy. - Marc Sauget; Rémy Laurent; Julien Henriet; Michel Salomon; Régine Gschwind; Sylvain Contassot-Vivier; Libor Makovicka; Charles Soussen (ICANN (1), 2010)

From 2D towards 3D cartography of hollow organs. - Christian Daul; Walter Blondel; Achraf Ben-Hamadou; Rosebet Miranda-Luna; Charles Soussen; Didier Wolf; François Guillemin (CCE, 2010)

A novel 3D surface construction approach: Application to three-dimensional endoscopic data. - Achraf Ben-Hamadou; Christian Daul; Charles Soussen; Ahmed Rekik; Walter Blondel (ICIP, 2010)

Flexible projector calibration for active stereoscopic systems. - Achraf Ben-Hamadou; Charles Soussen; Christian Daul; Walter Blondel; Didier Wolf (ICIP, 2010)

Fast deconvolution of large fluorescence hyperspectral images. - Simon Henrot; Charles Soussen; David Brie (WHISPERS, 2011)

A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002 (CoRR, 2011)

From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration. - Charles Soussen; Jérôme Idier; David Brie; Junbo Duan (IEEE Trans. Signal Process., 2011)

Coherence-based Partial Exact Recovery Condition for OMP/OLS. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (CoRR, 2012)

Sparse multidimensional modal analysis using a multigrid dictionary refinement. - Souleymen Sahnoun; El-Hadi Djermoune; Charles Soussen; David Brie (EURASIP J. Adv. Signal Process., 2012)

On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002 (IEEE Signal Process. Lett., 2012)

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)

Edge-preserving nonnegative hyperspectral image restoration. - Simon Henrot; Saïd Moussaoui; Charles Soussen; David Brie (ICASSP, 2013)

Flexible calibration of structured-light systems projecting point patterns. - Achraf Ben-Hamadou; Charles Soussen; Christian Daul; Walter Blondel; Didier Wolf (Comput. Vis. Image Underst., 2013)

Fast Positive Deconvolution of Hyperspectral Images. - Simon Henrot; Charles Soussen; David Brie (IEEE Trans. Image Process., 2013)

Exact Recovery Conditions for Sparse Representations With Partial Support Information. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (IEEE Trans. Inf. Theory, 2013)

Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. - Charles Soussen; Rémi Gribonval; Jérôme Idier; Cédric Herzet (IEEE Trans. Inf. Theory, 2013)

Sequential deconvolution - Unmixing of blurred hyperspectral data. - Simon Henrot; Charles Soussen; David Brie (ICIP, 2014)

Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay. - Cédric Herzet; Charles Soussen (CoRR, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - 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; et al. (CoRR, 2014)

ℓ2-ℓ0 regularization path tracking algorithms. - Charles Soussen; Jérôme Idier; Junbo Duan; David Brie (CoRR, 2014)

Does Deblurring Improve Geometrical Hyperspectral Unmixing? - Simon Henrot; Charles Soussen; Manuel Dossot; David Brie (IEEE Trans. Image Process., 2014)

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 002; Mingxi Wan (EMBC, 2015)

Comparative study of image registration techniques for bladder video-endoscopy. - Achraf Ben-Hamadou; Charles Soussen; Walter Blondel; Christian Daul; Didier Wolf (CoRR, 2015)

Homotopy Based Algorithms for ℓ0-Regularized Least-Squares. - Charles Soussen; Jérôme Idier; Junbo Duan; David Brie (IEEE Trans. Signal Process., 2015)

Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept. - Achraf Ben-Hamadou; Christian Daul; Charles Soussen (CoRR, 2016)

Generalized LASSO with under-determined regularization matrices. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Mingxi Wan; Yu-Ping Wang 002 (Signal Process., 2016)

Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. - Cédric Herzet; Angélique Dremeau; Charles Soussen (IEEE Trans. Inf. Theory, 2016)

Separation of delayed parameterized sources. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (EUSIPCO, 2017)

Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (WHISPERS, 2018)

OMP and Continuous Dictionaries: Is k-step Recovery Possible? - Clément Elvira; Rémi Gribonval; Charles Soussen; Cédric Herzet (ICASSP, 2019)

A Parallelizable Framework for Segmenting Piecewise Signals. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002; Mingxi Wan (IEEE Access, 2019)

When does OMP achieve support recovery with continuous dictionaries? - Clément Elvira; Rémi Gribonval; Charles Soussen; Cédric Herzet (CoRR, 2019)

Parameterized source separation for delayed spectroscopic signals. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001; Lionel Poisson (Signal Process., 2019)

Non-Negative Orthogonal Greedy Algorithms. - Thanh Thi Nguyen; Jérôme Idier; Charles Soussen; El-Hadi Djermoune (IEEE Trans. Signal Process., 2019)

OMP-Based Algorithm for Mineral Reflectance Spectra Deconvolution from Hyperspectral Images. - Ronan Rialland; Charles Soussen; Rodolphe Marion; Véronique Carrère (IGARSS, 2020)

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations. - Thanh Thi Nguyen; Charles Soussen; Jérôme Idier; El-Hadi Djermoune (Signal Process., 2021)

Improved Deconvolution of Mineral Reflectance Spectra. - Ronan Rialland; Charles Soussen; Rodolphe Marion; Véronique Carrère (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior. - Pierre Barbault; Matthieu Kowalski; Charles Soussen (ICASSP, 2022)

Marginal MAP Estimation of a Bernoulli-Gaussian Signal: Continuous Relaxation Approach. - Pierre Barbault; Matthieu Kowalski; Charles Soussen (EUSIPCO, 2023)

Joint Decomposition of Multichannel Signals with Multimarginal Optimal Transport. - Jean Malléjac; Jérôme Idier; Charles Soussen; Xiangyi Li (EUSIPCO, 2024)

A novel method for noninvasive estimation of respiratory effort during pressure support ventilation. - William Pasillas-Lépine; Samuel Tuffet; Charles Soussen; Ségolène Gendreau; Mohamed Ahmed Boujelben; Armand Mekontso-Dessap; Guillaume Carteaux (Biomed. Signal Process. Control., 2024)

LEMUR: Latent EM Unsupervised Regression for Sparse Inverse Problems. - Pierre Barbault; Matthieu Kowalski; Charles Soussen (IEEE Trans. Signal Process., 2025)