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ORCIDCaroline Chaux
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2020 – today
- 2024
[c33]Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux:
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm. ICML 2024- 2023
- [c32]Pascal Nguyen, Emmanuel Soubies, Caroline Chaux:
Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation. ICIP 2023: 2160-2164 - [c31]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP 2023: 1-6 - [i7]Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux:
Support Exploration Algorithm for Sparse Support Recovery. CoRR abs/2301.13584 (2023) - [i6]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR abs/2307.05893 (2023) - 2021
- [j18]A. Marina Krémé
, Valentin Emiya, Caroline Chaux, Bruno Torrésani:
Time-Frequency Fading Algorithms Based on Gabor Multipliers. IEEE J. Sel. Top. Signal Process. 15(1): 65-77 (2021) - 2020
- [j17]Le Thi Khuyen, Caroline Chaux, Frédéric J. P. Richard, Eric Guedj:
An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data. Comput. Stat. Data Anal. 152: 107031 (2020) - [c30]A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani:
Filtering Out Time-Frequency Areas Using Gabor Multipliers. ICASSP 2020: 5790-5794 - [c29]Afef Cherni, Sandrine Anthoine, Caroline Chaux:
β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing. Application to 2D HSQC NMR. ICASSP 2020: 5795-5799
2010 – 2019
- 2018
- [c28]A. Marina Krémé, Valentin Emiya, Caroline Chaux:
Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA 2018: 417-426 - [c27]Valentin Emiya, Ronan Hamon, Caroline Chaux:
Being Low-Rank in the Time-Frequency Plane. ICASSP 2018: 4659-4663 - [c26]Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux:
Characterization of Finite Signals with Low-Rank Stft. SSP 2018: 393-397 - 2017
- [c25]Xuan Thanh Vu, Caroline Chaux, Nadège Thirion-Moreau, Sylvain Maire:
A Proximal Approach for Nonnegative Tensor Decomposition. LVA/ICA 2017: 201-210 - [i5]Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
Image Analysis Using a Dual-Tree M-Band Wavelet Transform. CoRR abs/1702.08534 (2017) - 2016
- [j16]Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia:
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. IEEE Trans. Signal Process. 64(21): 5585-5594 (2016) - [c24]Sara Cadoni, Emilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux:
A block parallel majorize-minimize memory gradient algorithm. ICIP 2016: 3194-3198 - 2015
- [j15]Xuan Thanh Vu, Sylvain Maire, Caroline Chaux, Nadège Thirion-Moreau:
A New Stochastic Optimization Algorithm to Decompose Large Nonnegative Tensors. IEEE Signal Process. Lett. 22(10): 1713-1717 (2015) - [c23]Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux:
Sparse signal recovery using a Bernoulli generalized Gaussian prior. EUSIPCO 2015: 1711-1715 - [c22]Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods. ICIP 2015: 2339-2343 - 2014
- [j14]Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler:
An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. IEEE Trans. Signal Process. 62(1): 17-30 (2014) - [j13]Mai Quyen Pham, Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet:
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal. IEEE Trans. Signal Process. 62(16): 4256-4269 (2014) - [c21]Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
A constrained-based optimization approach for seismic data recovery problems. ICASSP 2014: 2377-2381 - [c20]Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux:
Iterative poisson-Gaussian noise parametric estimation for blind image denoising. ICIP 2014: 2819-2823 - [c19]Xuan Thanh Vu, Caroline Chaux, Sylvain Maire, Nadège Thirion-Moreau:
Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopy. MLSP 2014: 1-6 - [i4]Mai Quyen Pham, Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet:
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal. CoRR abs/1405.1081 (2014) - 2013
- [j12]Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu:
A Parallel Proximal Splitting Method for Disparity Estimation from Multicomponent Images Under Illumination Variation. J. Math. Imaging Vis. 47(3): 167-178 (2013) - [c18]Roberto Cavicchioli, Caroline Chaux, Laure Blanc-Féraud, Luca Zanni:
ML estimation of wavelet regularization hyperparameters in inverse problems. ICASSP 2013: 1553-1557 - [c17]Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
Seismic multiple removal with a primal-dual proximal algorithm. ICASSP 2013: 2257-2261 - [c16]Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux:
A convex optimization approach for image resolution enhancement from compressed representations. DSP 2013: 1-8 - 2012
- [j11]Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux:
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration. IEEE Trans. Signal Process. 60(2): 968-973 (2012) - [c15]Diego Gragnaniello, Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval:
A convex variational approach for multiple removal in seismic data. EUSIPCO 2012: 215-219 - [c14]Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler:
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. ISBI 2012: 1663-1666 - 2011
- [j10]Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot:
A Spatial Regularization Approach for Vector Quantization. J. Math. Imaging Vis. 41(1-2): 23-38 (2011) - [j9]Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré:
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. Signal Process. 91(12): 2699-2730 (2011) - [j8]Lotfi Chaâri, Emilie Chouzenoux, Nelly Pustelnik, Caroline Chaux, Saïd Moussaoui:
OPTIMED : optimisation itérative pour la résolution de problèmes inverses de grande taille. Traitement du Signal 28(3-4): 329-374 (2011) - [j7]Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet:
Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization. IEEE Trans. Image Process. 20(9): 2450-2462 (2011) - [c13]Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot:
An EM approach for Poisson-Gaussian noise modeling. EUSIPCO 2011: 2244-2248 - [c12]Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu:
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI. ISBI 2011: 465-468 - [c11]Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Caroline Chaux, Béatrice Pesquet-Popescu:
Disparity map estimation under convex constraints using proximal algorithms. SiPS 2011: 293-298 - [i3]Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré:
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity. CoRR abs/1101.5320 (2011) - [i2]Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux:
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration. CoRR abs/1105.5275 (2011) - [i1]Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval:
Noise Covariance Properties in Dual-Tree Wavelet Decompositions. CoRR abs/1108.5395 (2011) - 2010
- [c10]Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux:
Proximal methods for image restoration using a class of non-tight frame representations. EUSIPCO 2010: 611-615 - [c9]Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet:
Image quantization under spatial smoothness constraints. ICIP 2010: 4297-4300
2000 – 2009
- 2009
- [j6]Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik:
Nested Iterative Algorithms for Convex Constrained Image Recovery Problems. SIAM J. Imaging Sci. 2(2): 730-762 (2009) - [j5]Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux:
A SURE approach for digital signal/image deconvolution problems. IEEE Trans. Signal Process. 57(12): 4616-4632 (2009) - [c8]Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet:
Hybrid regularization for data restoration in the presence of Poisson noise. EUSIPCO 2009: 1394-1398 - [c7]Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet:
A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise. ICASSP 2009: 701-704 - 2008
- [j4]Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A Nonlinear Stein-Based Estimator for Multichannel Image Denoising. IEEE Trans. Signal Process. 56(8-2): 3855-3870 (2008) - [c6]Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet:
A constrained forward-backward algorithm for image recovery problems. EUSIPCO 2008: 1-5 - 2007
- [j3]Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval:
Noise Covariance Properties in Dual-Tree Wavelet Decompositions. IEEE Trans. Inf. Theory 53(12): 4680-4700 (2007) - [c5]Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval:
2D Dual-Tree Complex Biorthogonal M-Band Wavelet Transform. ICASSP (3) 2007: 845-848 - 2006
- [b1]Caroline Chaux:
Analyse en ondelettes M-bandes en arbre dual; application à la restauration d'images. University of Marne-la-Vallée, France, 2006 - [j2]Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
Image analysis using a dual-tree M-band wavelet transform. IEEE Trans. Image Process. 15(8): 2397-2412 (2006) - [c4]Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, Valérie R. Wajs:
Iterative image deconvolution using overcomplete representations. EUSIPCO 2006: 1-5 - [c3]Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition. ICASSP (3) 2006: 249-252 - 2005
- [c2]Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
2D dual-tree M-band wavelet decomposition. ICASSP (4) 2005: 537-540 - 2004
- [j1]Laurent Duval, Caroline Chaux:
Lapped Transforms and Hidden Markov Models for Seismic Data Filtering. Int. J. Wavelets Multiresolution Inf. Process. 2(4): 455-476 (2004) - [c1]Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet:
Hilbert pairs of M-band orthonormal wavelet bases. EUSIPCO 2004: 1187-1190
Coauthor Index
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last updated on 2024-09-04 01:20 CEST by the dblp team
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