Articles de revue :
- Lapped transforms and hidden Markov models for seismic data filtering
Laurent Duval, Caroline Chaux
International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP), Vol. 2, No. 4, Dec. 2004, p. 455-476 - Image Analysis Using a Dual-Tree M-Band Wavelet Transform
Caroline Chaux, Laurent Duval and Jean-Christophe Pesquet
IEEE Transactions on Image Processing, Vol. 15, No.8, Aug. 2006, p. 2397-2412L'article est disponible au format pdf ci-après. (Article) - A variational formulation for frame based inverse problems
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, and Valérie R. Wajs
Inverse Problems, Vol. 23, June 2007, pp. 1495-1518L'article est disponible au format pdf ci-après. (Article) - Noise Covariance Properties in Dual-Tree Wavelet Decompositions
Caroline Chaux, Jean-Christophe Pesquet and Laurent Duval
IEEE Transactions on Information Theory, Vol. 53, No. 12, Dec. 2007, pp. 4680-4700.L'article est disponible au format pdf ci-après. (Article) - A Nonlinear Stein Based Estimator for Multichannel Image Denoising
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia and Jean-Christophe Pesquet
IEEE Transactions on Signal Processing, Vol. 56, No. 8, Aug. 2008, pp. 3855-3870.L'article est disponible au format pdf ci-après. (Article) - Nested iterative algorithms for convex constrained image recovery problems
Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik
SIAM Journal on Imaging Sciences, Vol. 2, No. 2, Jun. 2009, pp. 730-762.
http://arxiv.org/abs/0806.3920 - A SURE Approach for Digital Signal/Image Deconvolution Problems
Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux
IEEE Transactions on Signal Processing, Vol. 57, No. 12, Dec. 2009, pp. 4616-4632.
http://arxiv.org/abs/0810.4807 - Satellite image restoration in the context of a spatially varying point spread function
Nasreddine Hajlaoui, Caroline Chaux, Guillaume Perrin, Frédéric Falzon, Amel Benazza-Benyahia
J. Opt. Soc. Am. A, Vol. 27, No. 6, 2010, pp. 1473-1481. - A spatial regularization approach for vector quantization
Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, and Hugues Talbot
JMIV, Springer Netherlands, Vol. 41, 2011, pp. 23-38.
http://www.springerlink.com/content/q40173475471h736/ - Parallel ProXimal Algorithm for image restoration using hybrid regularization
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
IEEE Trans. on Image Proc., Vol. 20, No. 9, Sep. 2011, pp. 2450 - 2462. - A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity
Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
Elsevier Signal Processing - Special issue on Advances in Multirate Filter Bank Structures and Multiscale Representations, Vol. 91, No. 12, 2011.
http://arxiv.org/abs/1101.5320 - OPTIMED : Optimisation itérative pour la résolution de problèmes inverses de grande taille
L. Chaari, E. Chouzenoux, N. Pustelnik, C. Chaux et S. Moussaoui
Traitement du signal, Vol. 28, No. 3-4, pp. 329-374, 2011 - Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
IEEE Trans. on Signal Proc., correspondence, Vol. 60, No. 2, Feb. 2012, pp. 968 - 973.
http://arxiv.org/abs/1105.5275 - A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation
Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu
Accepted for publication in JMIV, Springer Netherlands, 2012.
Articles invités :
- A block-thresholding method for multispectral image denoising
Caroline Chaux, Amel Benazza-Benyahia and Jean-Christophe Pesquet
SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, San Diego, CA, USA, 31 July - 4 August, 2005
volume : 5914, pages : 1H-1 - 1H-13 - Use of Stein's principle for multichannel image denoising
Caroline Chaux, Amel Benazza-Benyahia and Jean-Christophe Pesquet
IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP 2006), Marrakech, March 13-15, 2006, 6 pages. - M-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysis
Laurent Duval, Caroline Chaux and Jean-Christophe Pesquet
"Wavelet Applications in Industrial Processing IV", on SPIE Symposium Optics East, Boston, MA, USA, October 2006 (Optics East), 12 pages. - Wavelet-based restoration methods: application to 3D confocal microscopy images
Caroline Chaux, Laure Blanc-Féraud, Josiane Zerubia
SPIE 2007 Wavelets XII, San Diego, 26-29 août 2007, 11 pages. - Image Denoising in the Wavelet Transform Domain Based on Stein's Principle (Tutorial)
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Caroline Chaux
1st IEEE international Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Sousse, Tunisia, Nov. 23-26, 2008, 9 pages. - Solving inverse problems with overcomplete transforms and convex optimization techniques
Lotfi Chaâri, Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
SPIE 2009 Wavelets XIII, San Diego, 2-4 août 2009. - Hybrid regularization for data restoration in the presence of Poisson noise
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
EUSIPCO 2009, Glasgow, 24-28 août 2009, 5 pages. - Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI.
Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet and Philippe Ciuciu
ISBI 2011, Chicago, 30 Mar-2 Avr. 2011, 4 pages.
Articles de conférence :
- Seismic data filtering with lapped transforms and hidden Markov models
Laurent Duval, Caroline Chaux
Wavelet and Statistics - Watering the seed, Villard de Lans, Grenoble, France, Sept. 4-7, 2003Le résumé est disponible au format pdf ci-après. (Résumé) - Hilbert Pairs of M-band Orthonormal Wavelet Bases
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
In Proc. European Signal and Image Processing Conference, EUSIPCO 04, Vienna, Austria, Sept. 6-10, 2004
pages : 1187-1190L'article est disponible au format pdf ci-après. (Article) - 2D Dual-Tree M-band Wavelet Decomposition
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
In Proc. International Conference on Acoustics, Speech, and Signal Processing, ICASSP 05, Philadelphia, PA, USA, March. 18-23, 2005 pages : 537-540L'article est disponible au format pdf ci-après. (Article) - Seismic data analysis and filtering with dual-tree M-band wavelets
Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet and Karine Broto
SIAM Conference on Mathematical and Computational Issues in the Geosciences, Avignon, France, June 2005 (SIAM GS 2005) - Seismic data analysis with a dual-tree M-band wavelet transform
Caroline Chaux, Laurent Duval and Jean-Christophe Pesquet
67th European Assoc. of Geophysicists and Engineers (EAGE) Conference, Madrid, Spain, June 13-16, 2005, 4 pages. - Etude du bruit dans une analyse M-bandes en arbre dual
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
20ème colloque GRETSI (GRETSI 2005), Louvain, Belgium, Sept. 6-9, 2005
pages : 229-232 - A forward-backward algorithm for image restoration with sparse representations
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, and Valérie R. Wajs
Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Rennes, France, November 16-18, 2005
pages : 49-52 - A new estimator for image denoising using a 2D Dual-Tree M-band Wavelet Decomposition
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia and Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), May 14-19 , 2006
pages : 249-252, Vol. 3L'article est disponible au format pdf ci-après. (Article) - Iterative Image Deconvolution Using Overcomplete Representations
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet and Valérie R. Wajs
European Signal Processing Conference (EUSIPCO 2006), Sept. 4-8, 2006, 5 pages.L'article est disponible au format pdf ci-après. (Article) - 2D Dual-Tree Complex Biorthogonal M-band Wavelet Transform
Caroline Chaux, Jean-Christophe Pesquet and Laurent Duval
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), April 15-20, 2007
pages : 845-848, Vol. 3L'article est disponible au format pdf ci-après. (Article) - Coherent noise removal in seismic data with dual-tree M-band wavelets
Laurent Duval, Caroline Chaux, Stéphane Ker
SPIE 2007 Wavelets XII, San Diego, 26-29 août 2007, 11 pages. - Opérateurs proximaux pour la restauration bayésienne de signaux
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, Valérie R. Wajs
GRETSI 2007, Troyes, 11-14 sept. 2007
pages : 1277-1280 - A Constrained Forward-Backward Algorithm for Image Recovery Problems
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
EUSIPCO 2008, Lausanne, 25-29 août 2008, 5 pages. - A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
ICASSP 2009, Taipei, 19-24 avril 2009, 4 pages. - Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET Reconstruction
Nelly Pustelnik, Caroline Chaux, Jean.-Christophe Pesquet, Florent C. Sureau, Elodie Dusch, Claude Comtat,
Fully3D, Beijing, Chine, 5-10 sept. 2009. - Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imagerie
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
GRETSI 2009, Dijon, 8-11 sept. 2009. - Estimation d'hyperparamètres pour la résolution de problèmes inverses à l'aide d'ondelettes
Caroline Chaux, Laure Blanc-Féraud
GRETSI 2009, Dijon, 8-11 sept. 2009. - Proximal methods for image restoration using a class of non-tight frame representations
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
EUSIPCO 2010, Aalborg, Danemark, 23-27 Août 2010, pages 611-615. - Image quantization under spatial smoothness constraints
Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet
ICIP 2010, Honk Kong, Sep. 26-29, 2010. - Parallel Algorithm and Hybrid Regularization for Dynamic PET Reconstruction
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet, Claude Comtat
IEEE Medical Imaging Conference, Knoxville, Tennessee, Oct. 30 - Nov. 6 2010. - An EM approach for Poisson-Gaussian noise modeling
Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot
European Signal Processing Conference (EUSIPCO), Barcelona, 29 Aug. - 2 Sep. 2011. - Bancs de filtres et méthodes proximales pour la restauration d'images
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
GRETSI, Bordeaux, France, 5-8 Sep. 2011. - Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illumination
Mireille El Gheche, Caroline Chaux, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Joumana Farah
GRETSI, Bordeaux, France, 5-8 Sep. 2011. - Disparity map estimation under convex constraints using proximal algorithms
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Caroline Chaux, Béatrice Pesquet-Popescu
IEEE Workshop on Signal Processing Systems (SiPS), Beirut, Lebanon, Oct. 4-7 2011. - Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging
Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler
International Symposium on Biomedical Imaging (ISBI), Barcelona, May 2-5, 2012.
Chapitre d'ouvrage :
- Wavelet transform for the denoising of multivariate images
Book chapter in Multivariate Image Processing, C. Collet, J. Chanussot, K. Chehdi Eds.
Caroline Chaux, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Laurent Duval
ISTE Ltd and John Wiley & Sons Inc. 2010. pp. 203-237.
ISBN-10: 1848211392 - ISBN-13: 978-1848211391
Autres :
- Directional image processing using wavelet pairs
Caroline Chaux, Jean-Christophe Pesquet and Laurent DuvalSPIE Newsroom, Article en ligne. - Frame-based Proximal Algorithms for Poisson Data Recovery
Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik
2010 SIAM Conference on Imaging Science, Chicago, 12-14 Apr. 2010. - Dynamic PET Reconstruction using Parallel ProXimal Algorithm
Caroline Chaux, Claude Comtat, Jean-Christophe Pesquet, Nelly Pustelnik
SIAM Conference on Optimization, Darmstadt, Germany, 16-19 May 2011.
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