Caroline Chaux
Caroline Chaux
Aix-Marseille Univ., I2M UMR CNRS 7373
Verified email at - Homepage
Cited by
Cited by
A variational formulation for frame-based inverse problems
C Chaux, PL Combettes, JC Pesquet, VR Wajs
Inverse Problems 23 (4), 1495, 2007
Parallel proximal algorithm for image restoration using hybrid regularization
N Pustelnik, C Chaux, JC Pesquet
IEEE transactions on Image Processing 20 (9), 2450-2462, 2011
Image analysis using a dual-tree M-band wavelet transform
C Chaux, L Duval, JC Pesquet
IEEE Transactions on Image Processing 15 (8), 2397-2412, 2006
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity
L Jacques, L Duval, C Chaux, G Peyré
Signal Processing 91 (12), 2699-2730, 2011
A SURE approach for digital signal/image deconvolution problems
JC Pesquet, A Benazza-Benyahia, C Chaux
IEEE Transactions on Signal Processing 57 (12), 4616-4632, 2009
Nested iterative algorithms for convex constrained image recovery problems
C Chaux, JC Pesquet, N Pustelnik
SIAM Journal on Imaging Sciences 2 (2), 730-762, 2009
A nonlinear Stein-based estimator for multichannel image denoising
C Chaux, L Duval, A Benazza-Benyahia, JC Pesquet
IEEE Transactions on Signal Processing 56 (8), 3855-3870, 2008
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging
A Jezierska, H Talbot, C Chaux, JC Pesquet, G Engler
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1663-1666, 2012
A primal-dual proximal algorithm for sparse template-based adaptive filtering: Application to seismic multiple removal
MQ Pham, L Duval, C Chaux, JC Pesquet
IEEE Transactions on Signal Processing 62 (16), 4256-4269, 2014
An EM approach for Poisson-Gaussian noise modeling
A Jezierska, C Chaux, JC Pesquet, H Talbot
2011 19th European Signal Processing Conference, 2244-2248, 2011
A Hamiltonian Monte Carlo method for non-smooth energy sampling
L Chaari, JY Tourneret, C Chaux, H Batatia
IEEE Transactions on Signal Processing 64 (21), 5585-5594, 2016
Noise covariance properties in dual-tree wavelet decompositions
C Chaux, JC Pesquet, L Duval
IEEE Transactions on Information Theory 53 (12), 4680-4700, 2007
Relaxing tight frame condition in parallel proximal methods for signal restoration
N Pustelnik, JC Pesquet, C Chaux
IEEE Transactions on Signal Processing 60 (2), 968-973, 2011
Hilbert pairs of M-band orthonormal wavelet bases
C Chaux, L Duval, JC Pesquet
2004 12th European Signal Processing Conference, 1187-1190, 2004
Solving inverse problems with overcomplete transforms and convex optimization techniques
L Chaari, N Pustelnik, C Chaux, JC Pesquet
Wavelets XIII 7446, 254-267, 2009
An EM approach for time-variant Poisson-Gaussian model parameter estimation
A Jezierska, C Chaux, JC Pesquet, H Talbot, G Engler
IEEE Transactions on Signal Processing 62 (1), 17-30, 2013
Satellite image restoration in the context of a spatially varying point spread function
N Hajlaoui, C Chaux, G Perrin, F Falzon, A Benazza-Benyahia
JOSA A 27 (6), 1473-1481, 2010
Wavelet-based restoration methods: application to 3D confocal microscopy images
C Chaux, L Blanc-Féraud, J Zerubia
Wavelets XII 6701, 140-150, 2007
Parallel algorithm and hybrid regularization for dynamic PET reconstruction
N Pustelnik, C Chaux, JC Pesquet, C Comtat
IEEE Nuclear Science Symposuim & Medical Imaging Conference, 2423-2427, 2010
An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data
KT Le, C Chaux, FJP Richard, E Guedj
Computational Statistics & Data Analysis 152, 107031, 2020
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