Charles Soussen
Charles Soussen
Full Professor, L2S, CentraleSupélec, France
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Zitiert von
Zitiert von
From Bernoulli–Gaussian deconvolution to sparse signal restoration
C Soussen, J Idier, D Brie, J Duan
IEEE Transactions on Signal Processing 59 (10), 4572-4584, 2011
Joint k-step analysis of orthogonal matching pursuit and orthogonal least squares
C Soussen, R Gribonval, J Idier, C Herzet
IEEE Transactions on Information Theory 59 (5), 3158-3174, 2013
Automated force volume image processing for biological samples
P Polyakov, C Soussen, J Duan, JFL Duval, D Brie, G Francius
PLoS One 6 (4), e18887, 2011
Homotopy based algorithms for -regularized least-squares
C Soussen, J Idier, J Duan, D Brie
IEEE Transactions on Signal Processing 63 (13), 3301-3316, 2015
Exact Recovery Conditions for Sparse Representations with Partial Support Information
C Herzet, C Soussen, J Idier, R Gribonval
IEEE Transactions on Information Theory 59 (11), 7509-7524, 2013
Homotopy based algorithms for l< sub> 0</sub>-regularized least-squares
C Soussen, J Idier, J Duan, D Brie
ROHSA: Regularized Optimization for Hyper-Spectral Analysis-Application to phase separation of 21 cm data
A Marchal, MA Miville-Deschênes, F Orieux, N Gac, C Soussen, MJ Lesot, ...
Astronomy & Astrophysics 626, A101, 2019
Polygonal and polyhedral contour reconstruction in computed tomography
C Soussen, A Mohammad-Djafari
IEEE Transactions on Image Processing 13 (11), 1507-1523, 2004
Generalized LASSO with under-determined regularization matrices
J Duan, C Soussen, D Brie, J Idier, M Wan, YP Wang
Signal Processing 127, 239-246, 2016
Flexible calibration of structured-light systems projecting point patterns
A Ben-Hamadou, C Soussen, C Daul, W Blondel, D Wolf
Computer Vision and Image Understanding 117 (10), 1468-1481, 2013
Fast Positive Deconvolution of Hyperspectral Images
S Henrot, C Soussen, D Brie
IEEE Transactions on Image Processing 22 (2), 828-833, 2013
Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay
C Herzet, A Drémean, C Soussen
IEEE Transactions on Information Theory 62 (1), 459-470, 2016
Non-negative orthogonal greedy algorithms
TT Nguyen, J Idier, C Soussen, EH Djermoune
IEEE Transactions on Signal Processing 67 (21), 5643-5658, 2019
Sparse multidimensional modal analysis using a multigrid dictionary refinement
S Sahnoun, EH Djermoune, C Soussen, D Brie
EURASIP Journal on Advances in Signal Processing 2012 (60), 1-10, 2012
Ultrasonic non destructive testing based on sparse deconvolution
C Soussen, J Idier, E Carcreff, L Simon, C Potel
Journal of Physics: Conference Series 353 (1), 012018, 2012
NP-hardness of ℓ0 minimization problems: revision and extension to the non-negative setting
TT Nguyen, C Soussen, J Idier, EH Djermoune
2019 13th International conference on Sampling Theory and Applications …, 2019
When does OMP achieve exact recovery with continuous dictionaries?
C Elvira, R Gribonval, C Soussen, C Herzet
Applied and Computational Harmonic Analysis, 2020
Omp and continuous dictionaries: Is k-step recovery possible?
C Elvira, R Gribonval, C Soussen, C Herzet
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Does Deblurring Improve Geometrical Hyperspectral Unmixing?
S Henrot, C Soussen, M Dossot, D Brie
IEEE Transactions on Image Processing 23 (3), 1169-1180, 2014
Sparse deconvolution: Comparison of statistical and deterministic approaches
S Bourguignon, C Soussen, H Carfantan, J Idier
2011 IEEE Statistical Signal Processing Workshop (SSP), 317-320, 2011
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