Charles Soussen

Orcid: 0000-0002-6837-6755

According to our database1, Charles Soussen authored at least 47 papers between 2001 and 2024.

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Bibliography

2024
A novel method for noninvasive estimation of respiratory effort during pressure support ventilation.
Biomed. Signal Process. Control., 2024

Joint Decomposition of Multichannel Signals with Multimarginal Optimal Transport.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Marginal MAP Estimation of a Bernoulli-Gaussian Signal: Continuous Relaxation Approach.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Improved Deconvolution of Mineral Reflectance Spectra.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations.
Signal Process., 2021

2020
OMP-Based Algorithm for Mineral Reflectance Spectra Deconvolution from Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Non-Negative Orthogonal Greedy Algorithms.
IEEE Trans. Signal Process., 2019

Parameterized source separation for delayed spectroscopic signals.
Signal Process., 2019

When does OMP achieve support recovery with continuous dictionaries?
CoRR, 2019

A Parallelizable Framework for Segmenting Piecewise Signals.
IEEE Access, 2019

OMP and Continuous Dictionaries: Is k-step Recovery Possible?
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

2017
Separation of delayed parameterized sources.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay.
IEEE Trans. Inf. Theory, 2016

Generalized LASSO with under-determined regularization matrices.
Signal Process., 2016

Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept.
CoRR, 2016

2015
Homotopy Based Algorithms for ℓ<sub>0</sub>-Regularized Least-Squares.
IEEE Trans. Signal Process., 2015

Comparative study of image registration techniques for bladder video-endoscopy.
CoRR, 2015

An optimal method to segment piecewise poisson distributed signals with application to sequencing data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Does Deblurring Improve Geometrical Hyperspectral Unmixing?
IEEE Trans. Image Process., 2014

ℓ<sub>2</sub>-ℓ<sub>0</sub> regularization path tracking algorithms.
CoRR, 2014

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

Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay.
CoRR, 2014

Sequential deconvolution - Unmixing of blurred hyperspectral data.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares.
IEEE Trans. Inf. Theory, 2013

Exact Recovery Conditions for Sparse Representations With Partial Support Information.
IEEE Trans. Inf. Theory, 2013

Fast Positive Deconvolution of Hyperspectral Images.
IEEE Trans. Image Process., 2013

Flexible calibration of structured-light systems projecting point patterns.
Comput. Vis. Image Underst., 2013

Edge-preserving nonnegative hyperspectral image restoration.
Proceedings of the IEEE International Conference on Acoustics, 2013

Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses. (Sparse approximation algorithms inspired by Orthogonal Least Squares for inverse problems).
, 2013

2012
On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO.
IEEE Signal Process. Lett., 2012

Sparse multidimensional modal analysis using a multigrid dictionary refinement.
EURASIP J. Adv. Signal Process., 2012

Coherence-based Partial Exact Recovery Condition for OMP/OLS.
CoRR, 2012

2011
From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration.
IEEE Trans. Signal Process., 2011

A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem.
CoRR, 2011

Fast deconvolution of large fluorescence hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010
Flexible projector calibration for active stereoscopic systems.
Proceedings of the International Conference on Image Processing, 2010

A novel 3D surface construction approach: Application to three-dimensional endoscopic data.
Proceedings of the International Conference on Image Processing, 2010

From 2D towards 3D cartography of hollow organs.
Proceedings of the 7th International Conference on Electrical Engineering, 2010

Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors.
Proceedings of the 17th European Signal Processing Conference, 2009

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

Modeling of force-volume images in atomic force microscopy.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2005
3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Polygonal and polyhedral contour reconstruction in computed tomography.
IEEE Trans. Image Process., 2004

2001
Closed surface reconstruction in X-ray tomography.
Proceedings of the 2001 International Conference on Image Processing, 2001


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