Caroline Chaux

ORCID

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 18

Top Venues

ICASSP

CoRR

ICIP

IEEE Trans. Signal Process.

University of Marne-la-Vallée, France (PHD)

Education History

University of Marne-la-Vallée, France

PHD

Publications

Pascal Nguyen, Emmanuel Soubies, Caroline Chaux
Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation. ICIP (2023)
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
Support Exploration Algorithm for Sparse Support Recovery. CoRR (2023)
Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP (2023)
Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR (2023)
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) (2021)
Afef Cherni, Sandrine Anthoine, Caroline Chaux
β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing. Application to 2D HSQC NMR. ICASSP (2020)
A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
Filtering Out Time-Frequency Areas Using Gabor Multipliers. ICASSP (2020)
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 (2020)
Valentin Emiya, Ronan Hamon, Caroline Chaux
Being Low-Rank in the Time-Frequency Plane. ICASSP (2018)
Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux
Characterization of Finite Signals with Low-Rank Stft. SSP (2018)
A. Marina Krémé, Valentin Emiya, Caroline Chaux
Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA (2018)
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
Image Analysis Using a Dual-Tree M-Band Wavelet Transform. CoRR (2017)
Xuan Thanh Vu, Caroline Chaux, Nadège Thirion-Moreau, Sylvain Maire
A Proximal Approach for Nonnegative Tensor Decomposition. LVA/ICA (2017)
Sara Cadoni, Émilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux
A block parallel majorize-minimize memory gradient algorithm. ICIP (2016)
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) (2016)
Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux
Sparse signal recovery using a Bernoulli generalized Gaussian prior. EUSIPCO (2015)
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)
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) (2015)
Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
A constrained-based optimization approach for seismic data recovery problems. ICASSP (2014)
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) (2014)
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)
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) (2014)
Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux
Iterative poisson-Gaussian noise parametric estimation for blind image denoising. ICIP (2014)
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 (2014)
Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
Seismic multiple removal with a primal-dual proximal algorithm. ICASSP (2013)
Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux
A convex optimization approach for image resolution enhancement from compressed representations. DSP (2013)
Roberto Cavicchioli, Caroline Chaux, Laure Blanc-Féraud, Luca Zanni
ML estimation of wavelet regularization hyperparameters in inverse problems. ICASSP (2013)
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) (2013)
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration. IEEE Trans. Signal Process. 60 (2) (2012)
Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. ISBI (2012)
Diego Gragnaniello, Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
A convex variational approach for multiple removal in seismic data. EUSIPCO (2012)
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
Noise Covariance Properties in Dual-Tree Wavelet Decompositions CoRR (2011)
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration CoRR (2011)
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Caroline Chaux, Béatrice Pesquet-Popescu
Disparity map estimation under convex constraints using proximal algorithms. SiPS (2011)
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization. IEEE Trans. Image Process. 20 (9) (2011)
Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
A Spatial Regularization Approach for Vector Quantization. J. Math. Imaging Vis. 41 (1-2) (2011)
Lotfi Chaâri, Émilie 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) (2011)
Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot
An EM approach for Poisson-Gaussian noise modeling. EUSIPCO (2011)
Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI. ISBI (2011)
Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. Signal Process. 91 (12) (2011)
Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity CoRR (2011)
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
Proximal methods for image restoration using a class of non-tight frame representations. EUSIPCO (2010)
Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet
Image quantization under spatial smoothness constraints. ICIP (2010)
Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux
A SURE approach for digital signal/image deconvolution problems. IEEE Trans. Signal Process. 57 (12) (2009)
Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik
Nested Iterative Algorithms for Convex Constrained Image Recovery Problems. SIAM J. Imaging Sci. 2 (2) (2009)
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
Hybrid regularization for data restoration in the presence of Poisson noise. EUSIPCO (2009)
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise. ICASSP (2009)
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) (2008)
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
A constrained forward-backward algorithm for image recovery problems. EUSIPCO (2008)
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
Noise Covariance Properties in Dual-Tree Wavelet Decompositions. IEEE Trans. Inf. Theory 53 (12) (2007)
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
2D Dual-Tree Complex Biorthogonal M-Band Wavelet Transform. ICASSP (3) (2007)
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, Valérie R. Wajs
Iterative image deconvolution using overcomplete representations. EUSIPCO (2006)
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)
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
Image analysis using a dual-tree M-band wavelet transform. IEEE Trans. Image Process. 15 (8) (2006)
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2D dual-tree M-band wavelet decomposition. ICASSP (4) (2005)
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
Hilbert pairs of M-band orthonormal wavelet bases. EUSIPCO (2004)
Laurent Duval, Caroline Chaux
Lapped Transforms and Hidden Markov Models for Seismic Data Filtering. Int. J. Wavelets Multiresolution Inf. Process. 2 (4) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Caroline Chaux