| A variational formulation for frame-based inverse problems C Chaux, PL Combettes, JC Pesquet, VR Wajs Inverse Problems 23 (4), 1495, 2007 | 315 | 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 | 189 | 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 | 179 | 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 | 136 | 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 | 115 | 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 | 115 | 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 | 109 | 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 | 50 | 2012 |
| 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 | 50 | 2011 |
| 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 | 48 | 2014 |
| 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 | 42 | 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 | 38 | 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 | 35 | 2011 |
| Hilbert pairs of M-band orthonormal wavelet bases C Chaux, L Duval, JC Pesquet 2004 12th European Signal Processing Conference, 1187-1190, 2004 | 35 | 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 | 34 | 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 | 32 | 2013 |
| Wavelet-based restoration methods: application to 3D confocal microscopy images C Chaux, L Blanc-Féraud, J Zerubia Wavelets XII 6701, 140-150, 2007 | 31 | 2007 |
| 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 | 30 | 2010 |
| 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 | 24 | 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 | 23 | 2020 |
