Nombre de documents

73

CV de Caroline Chaux


Communication dans un congrès43 documents

  • Lotfi Chaari, Jean-Yves Tourneret, Caroline Chaux. Sparse signal recovery using a Bernoulli generalized Gaussian prior. EUSIPCO 2015 23rd European Signal Processing Conference, Aug 2015, Nice, France. 23rd European Signal Processing Conference (EUSIPCO 2015), 2015, <10.1109/EUSIPCO.2015.7362676>. <hal-01278488>
  • 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 - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. IEEE International Conference on Image Processing, pp.2339-2343, 2015, <10.1109/ICIP.2015.7351220>. <hal-01278494>
  • Emilie Chouzenoux, Lisa Lamasse, Sandrine Anthoine, Caroline Chaux, Alexandre Jaouen, et al.. Approche variationnelle pour la déconvolution rapide de données 3D en microscopie biphotonique. Actes du 25e colloque GRETSI, Sep 2015, Lyon, France. 2015. <hal-01278102>
  • Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. A constrained-based optimization approach for seismic data recovery problems. ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. 39th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), pp.2377-2381, 2014, <10.1109/ICASSP.2014.6854025>. <hal-01278420>
  • Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux. Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image Denoising. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5, 2014. <hal-01060081v2>
  • Xuan Thanh Vu †, Caroline Chaux, Sylvain Maire, Nadège Thirion. 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. 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), Sep 2014, Reims, France. 2014, IEEE International Workshop on Machine Learning for Signal Processing. <hal-01278483>
  • Raffaele Gaetano, Caroline Chaux, Béatrice Pesquet-Popescu. A Convex Optimization Approach for Image Resolution Enhancement from Compressed Representations. DSP (INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING), Jul 2013, Santorini, Greece. <hal-00825821>
  • Roberto Cavicchioli, Caroline Chaux, Laure Blanc-Féraud, Luca Zanni. ML estimation of wavelet regularization hyperparameters in inverse problems. ICASSP - International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. IEEE, pp.1553-1557, 2013. <hal-00825819>
  • Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Seismic multiple removal with a Primal-Dual proximal algorithm. ICASSP, May 2013, Vancouver, Canada. 5 pp., 2013. <hal-00825809>
  • Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Filtrage de multiples sismiques par ondelettes et optimisation convexe. Colloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx, 2013. <hal-00914637>
  • Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler. Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. International Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain. <hal-00646382v2>
  • Diego Gragnaniello, Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. A convex variational approach for multiple removal in seismic data. EUSIPCO, Aug 2012, Bucarest, Romania. 5 pp., 2012. <hal-00825814>
  • Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu. Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI. ISBI 2011, Mar 2011, United States. 2011. <hal-00733471>
  • Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot. An EM approach for Poisson-Gaussian noise modeling. EUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248, 2011. <hal-00733633>
  • Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Bancs de filtres et méthodes proximales pour la restauration d'images. GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID350, 2011. <hal-00733637>
  • Mireille El Gheche, Caroline Chaux, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Youmana Farah. Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illumination. GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID454, 2011. <hal-00733649>
  • Mireille El Gheche, Jean-Christophe Pesquet, Youmana Farah, Caroline Chaux, Béatrice Pesquet-Popescu. Disparity map estimation under convex constraints using proximal algorithms. SIPS 2011, Oct 2011, Beirut, Lebanon. pp.293--298, 2011. <hal-00733655>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet, Claude Comtat. Parallel Algorithm and Hybrid Regularization for Dynamic PET Reconstruction. IEEE Medical Imaging Conference, Oct 2010, Knoxville, Tennessee, United States. pp.2423--2427, 2010. <hal-00733493>
  • Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet. Image quantization under spatial smoothness constraints. 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, 2010, <10.1109/ICIP.2010.5651796>. <hal-00714266>
  • Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Proximal methods for image restoration using a class of non-tight frame representations. EUSIPCO 2010, Aug 2010, Aalborg, Denmark. pp.611-615, 2010. <hal-00714265>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise. 34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Apr 2009, France. 10pp., 2009. <hal-00621931>
  • Caroline Chaux, Laure Blanc-Féraud. Estimation d'hyperparamètres pour la résolution de problèmes inverses à l'aide d'ondelettes. GRETSI 2009, Sep 2009, Dijon, France, France. 10pp., 2009. <hal-00621934>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Hybrid regularization for data restoration in the presence of Poisson noise. 17th European Signal Processing Conference (EUSIPCO'09), Aug 2009, France. 10pp., 2009. <hal-00621941>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet, F. Sureau, E. Dush, et al.. Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET Reconstruction. Fully3D, Sep 2009, Beijing, China. 10pp., 2009. <hal-00621954>
  • Lotfi Chaari, Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Solving inverse problems with overcomplete transforms and convex optimization techniques. SPIE, Aug 2009, San Diego, California, United States. <hal-00826119>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. A constrained forward-backward algorithm for image recovery problems. 16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland, France. 10pp., 2008. <hal-00621916>
  • A. Benazza-Benyahia, Jean-Christophe Pesquet, Caroline Chaux. Image Denoising in the Wavelet Transform Domain Based on Stein's Principle. 1st Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Nov 2008, Sousse, Tunisia, France. 9pp., 2008. <hal-00621930>
  • Caroline Chaux, Laure Blanc-Féraud, Josiane Zerubia. Wavelet-based restoration methods: application to 3D confocal microscopy images. Dimitri Van De Ville and Vivek K. Goyal and Manos Papadakis. SPIE 2007 Wavelets XII, Aug 2007, San Diego, CA, United States. SPIE, 6701, pp.67010E, 2007, <10.1117/12.731438>. <hal-00733457>
  • Laurent Duval, Caroline Chaux, Stéphane Ker. Coherent noise removal in seismic data with dual-tree M-band wavelets. SPIE 2007 Wavelets XII, Aug 2007, San Diego, United States. pp. 67011W, 2007. <hal-00733485>
  • Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. 2D dual-tree complex biorthogonal M-band wavelet transform. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, USA, United States. 3 (1), pp.845-848, 2007. <hal-00621884>
  • Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. Opérateurs proximaux pour la restauration bayésienne de signaux. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280, 2007. <hal-00621894>
  • Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet. $M$-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysis. Wavelet Applications in Industrial Processing IV, on SPIE Symposium Optics East, 2006, Boston, MA, USA, France. 10pp., 2006. <hal-00621886>
  • Caroline Chaux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Use of Stein's principle for multichannel image denoising. IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP'06), Mar 2006, France. 10pp., 2006. <hal-00621887>
  • Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. Iterative image deconvolution using overcomplete representations. European Signal Processing Conference (EUSIPCO'06), Sep 2006, Florence, Italy. 10pp., 2006. <hal-00621888>
  • 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. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, United States. pp.249-252, 2006. <hal-00621899>
  • Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet, Karine Broto. Seismic data analysis and filtering with dual-tree M-band wavelets. SIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France. <hal-01278528>
  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Etude du bruit dans une analyse $M$-bandes en arbre dual. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'05), Sep 2005, Louvain, Belgique, France. pp.229-232, 2005. <hal-00621890>
  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. 2D dual-tree M-band wavelet decomposition. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540, 2005. <hal-00621891>
  • Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. A forward-backward algorithm for image restoration with sparse representations. Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Nov 2005, Rennes, France, France. pp.49-52, 2005. <hal-00621893>
  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Seismic data analysis with a dual-tree $M$-band wavelet transform. 67th European Assoc. of Geophysicists and Engineers Conference (EAGE'05), Jun 2005, Madrid, Spain, France. 10pp., 2005. <hal-00621900>
  • Caroline Chaux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. A block-thresholding method for multispectral image denoising. Proceedings SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, Aug 2005, San Diego, CA, USA, France. pp.1H-1-1H-13, 2005. <hal-00621849>
  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Hilbert pairs of M-band orthonormal wavelet bases. Proc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190, 2004. <hal-00621901>
  • Laurent Duval, Caroline Chaux. Seismic data filtering with lapped transforms and hidden Markov models. Wavelet and Statistics, Sep 2003, Villars de Lans, France. 2003. <hal-01278470>

Article dans une revue23 documents

  • Lotfi Chaari, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia. A hamiltonian Monte Carlo method for non-smooth energy sampling. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, vol. 64 (n° 21), pp. 5585-5594. <10.1109/TSP.2016.2585120>. <hal-01376544>
  • Xuan Vu, Caroline Chaux, Nadège Thirion-Moreau, Sylvain Maire, Elfrida Carstea. A new penalized nonnegative third order tensor decomposition using a block coordinate proximal gradient approach: application to 3D fluorescence spectroscopy. Journal of Chemometrics, Wiley, 2016. <hal-01387439>
  • Xuan Thanh Vu †, Sylvain Maire, Caroline Chaux, Nadège Thirion-Moreau. A new stochastic optimization algorithm to decompose large nonnegative tensors. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, 12 pp. <hal-01146443>
  • Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler. An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (1), pp.17-30. <10.1109/TSP.2013.2283839>. <hal-00766686v3>
  • Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (16), pp.4256-4269. <10.1109/TSP.2014.2331614>. <hal-00914628>
  • Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Beatrice Pesquet-Popescu. A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation. Journal of Mathematical Imaging and Vision, Springer Verlag, 2013, 47 (3), http://link.springer.com/article/10.1007/s10851-012-0361-z?null. <10.1007/s10851-012-0361-z>. <hal-00733454>
  • Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux. Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (2), pp.968--973. <10.1109/TSP.2011.2173684>. <hal-00692256>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Parallel ProXimal Algorithm for image restoration using hybrid regularization. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2011, 20 (6), pp.2450-2462. <10.1109/TIP.2011.2128335>. <hal-00826121>
  • 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, Lavoisier, 2011, 28 (3-4), pp.329-374. <hal-00733443>
  • Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A spatial regularization approach for vector quantization. Journal of Mathematical Imaging and Vision, Springer Verlag, 2011, 41, pp.23-38. <hal-00530369>
  • Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré. A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. Signal Processing, Elsevier, 2011, 91 (12), pp.2699-2730. <http://www.sciencedirect.com/science/article/pii/S0165168411001356>. <10.1016/j.sigpro.2011.04.025>. <hal-01330604>
  • Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré. A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity. Signal Processing, Elsevier, 2011, 91 (12), pp.2699-2730. <10.1016/j.sigpro.2011.04.025>. <hal-00588381>
  • Nasreddine Hajlaoui, Caroline Chaux, Guillaume Perrin, Frédéric Falzon, Amel Benazza-Benyahia. Satellite image restoration in the context of a spatially varying point spread function. Journal of the Optical Society of America A, Optical Society of America, 2010, 27 (6), pp.1473-1481. <hal-00714260>
  • Jean-Christophe Pesquet, A. Benazza-Benyahia, Caroline Chaux. A SURE Approach for Digital Signal/Image Deconvolution Problems. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (12), pp.4616-4632. <hal-00621942>
  • Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik. Nested iterative algorithms for convex constrained image recovery problems. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2009, 2 (2), pp.730-762. <hal-00621932v2>
  • Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet. A nonlinear Stein based estimator for multichannel image denoising. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56 (8), pp.3855-3870. <10.1109/TSP.2008.921757>. <hal-00617318>
  • Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval. Noise Covariance Properties in Dual-Tree Wavelet Decompositions. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2007, 53 (12), pp.4680 - 4700. <10.1109/TIT.2007.909104>. <hal-00617268>
  • Caroline Chaux, Patrick Louis Combettes, Jean-Christophe Pesquet, Valérie R. Wajs. A variational formulation for frame based inverse problems. Inverse Problems, IOP Publishing, 2007, 23 (1), pp.1495-1518. <hal-00621883>
  • Caroline Chaux, L. Duval, J.-C. Pesquet. Image analysis using a dual-tree M-band wavelet transform. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2006, 15 (8), pp.2397-2412. <http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4567640&abstractAccess=no&userType=inst>. <10.1109/TIP.2006.875178>. <hal-01330599>
  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet. Image analysis using a dual-tree $M$-band wavelet transform. IEEE Trans. on Image Processing, IEEE, 2006, 15 (8), pp.2397-2412. <hal-00621948>
  • Patrick Louis Combettes, Caroline Chaux, Jean-Christophe Pesquet, V.R. Wajs. A forward-backward algorithm for image restoration with sparse representations. Proceedings of the International Conference on Signal Processing with Adaptative Sparse Structured Representations, 2005, x, pp.49-52. <hal-00017658>
  • Laurent Duval, Caroline Chaux. Lapped transforms and hidden Markov models for seismic data filtering. International Journal of Wavelets Multiresolution and Information Processing, 2004, 2 (4), pp.455-476. <10.1142/S0219691304000676>. <hal-01278410>
  • Laurent Duval, Caroline Chaux. Lapped transforms and hidden Markov models for seismic data filtering. International Journal of Wavelets, Multiresolution, and Information Processing, 2004, 2 (4), pp.455-476. <http://www.worldscientific.com/doi/abs/10.1142/S0219691304000676>. <10.1142/S0219691304000676>. <hal-01330595>

Brevet1 document

  • Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet, Mai Quyen Pham. Procédé de traitement de réflexions multiples. France, N° de brevet: 12/02.299. 2012. <hal-00841581>

Pré-publication, Document de travail1 document

  • Lotfi Chaari, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia. A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. 2016. <hal-01291840>

Rapport2 documents

  • Caroline Chaux, Laure Blanc-Féraud. Wavelet-based hyperparameter estimation for solving inverse problems. [Research Report] INRIA; I3S. 2012. <hal-00668807>
  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Parallel ProXimal Algorithm for Image Restoration Using Hybrid Regularization -- Extended version. 2011. <hal-00574531v2>

Poster1 document

  • Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet. Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imagerie. Poster session of 22ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'09), Sep 2009, France. 10pp., 2009. <hal-00621940>

Chapitre d'ouvrage1 document

  • Caroline Chaux, A. Benazza-Benyahia, Jean-Christophe Pesquet, L. Duval. Chapitre 7 - Wavelet transform for the denoising of multivariate images. Collet C., Chanussot J., Chehdi K. Multivariate Image Processing, ISTE Ltd and John Wiley & Sons Inc, pp.203-237, 2010. <hal-00621943>

Thèse1 document

  • Caroline Chaux. Analyse en ondelettes M-bandes en arbre dual; application à la restauration d'images. Traitement du signal et de l'image. Université de Marne la Vallée, 2006. Français. <tel-00714292>