Aurélia Fraysse

Documents

Publications

	Unrolled convolutional neural network for full-wave inverse scattering Yarui Zhang , Marc Lambert , Aurélia Fraysse , Dominique Lesselier IEEE Transactions on Antennas and Propagation, 2023, 71 (1), pp.947-956. ⟨10.1109/TAP.2022.3216999⟩ Journal articles hal-03694636v1
	Group sparsity penalized contrast source solution method for 2-D non-linear inverse scattering Yarui Zhang , Marc Lambert , Aurélia Fraysse , Dominique Lesselier IEEE Open Journal of Antennas and Propagation, 2022, 3, pp.48-58. ⟨10.1109/OJAP.2021.3133450⟩ Journal articles hal-03406799v1
	Fast Joint Multiband Reconstruction from Wideband Images Based on Low Rank Approximation M. Amine Amine Hadj-Youcef , François Orieux , Alain Abergel , Aurélia Fraysse IEEE Transactions on Computational Imaging, 2020, pp.1-1. ⟨10.1109/TCI.2020.2998170⟩ Journal articles hal-02778981v1
	Efficient unsupervised variational Bayesian image reconstruction using a sparse gradient prior Yuling Zheng , Aurélia Fraysse , Thomas Rodet Neurocomputing, 2019, ⟨10.1016/j.neucom.2019.05.079⟩ Journal articles hal-02161080v1
	Efficient Variational Bayesian Approximation Method Based on Subspace optimization Yuling Zheng , Aurélia Fraysse , Thomas Rodet IEEE Transactions on Image Processing, 2015, 24 (2), pp.681-693. ⟨10.1109/TIP.2014.2383321⟩ Journal articles hal-00990003v1
	A measure-theoretic variational Bayesian algorithm for large dimensional problems Aurélia Fraysse , Thomas Rodet SIAM Journal on Imaging Sciences, 2014, 7 (4), pp.2591-2622 Journal articles hal-00702259v2
	Rate-distortion bounds for Wyner-Ziv coding with Gaussian scale mixture correlation noise Francesca Bassi , Aurélia Fraysse , Elsa Dupraz , Michel Kieffer IEEE Transactions on Information Theory, 2014, 60 (12), pp.7540-7546. ⟨10.1109/tit.2014.2363077⟩ Journal articles hal-01073664v1
	A Bit Allocation Method for Sparse Source Coding Mounir Kaaniche , Aurélia Fraysse , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2014, 23 (1), pp.137-152 Journal articles hal-00796891v4
	Why minimax is not that pessimistic Aurélia Fraysse ESAIM: Probability and Statistics, 2013, 17, pp.472-484. ⟨10.1051/ps/2012002⟩ Journal articles hal-00689840v1
	Regularity criteria of almost every function in a Sobolev space Aurélia Fraysse Journal of Functional Analysis, 2010, pp.1806-1821. ⟨10.1016/j.jfa.2009.11.017⟩ Journal articles hal-00555299v2
	On the uniform quantization of a class of sparse sources Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet IEEE Transactions on Information Theory, 2009, 55 (7), pp.3243-3263 Journal articles hal-00555301v1
	Generic validity of the multifractal formalism Aurélia Fraysse SIAM Journal on Mathematical Analysis, 2007, 39 (2), pp.593-607 Journal articles hal-00689978v1
	How smooth is almost every function in a Sobolev space? Aurélia Fraysse , Stéphane Jaffard Revista Matemática Iberoamericana, 2006, 22, pp.663-682 Journal articles hal-01119126v1
	Quelques propriétés génériques en analyse Aurélia Fraysse , Stéphane Jaffard , Jean-Pierre Kahane Comptes rendus de l'Académie des sciences. Série I, Mathématique, 2005, 340, pp.645-651 Journal articles hal-01119124v1
	The Sobolev embeddings are usually sharp Aurélia Fraysse , Stéphane Jaffard Abstract and Applied Analysis, 2005, 4, pp.437-448 Journal articles hal-01119125v1

	Use of sparsity in nonlinear electromagnetic imaging: wavelet-based contrast source method Yarui Zhang , Marc Lambert , Aurelia Fraysse , Dominique Lesselier XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science, Aug 2021, Rome, Italy. ⟨10.23919/URSIGASS51995.2021.9560576⟩ Conference papers hal-03225687v1
	A wavelet-based contrast source inversion method Yarui Zhang , Marc Lambert , Aurélia Fraysse , Dominique Lesselier 2021 IEEE 19th International Symposium on Antenna Technology and Applied Electromagnetics (ANTEM), Aug 2021, Winnipeg, Canada. pp.1-2, ⟨10.1109/ANTEM51107.2021.9518522⟩ Conference papers hal-03326728v1
	A Small-Scale Network for Seismic Patterns Classification Monacer da Silva , Jean Charléty , Aurélia Fraysse , Jean-Christophe Pesquet 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287853⟩ Conference papers hal-03619395v1
	Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data Mohamed El Amine Hadj-Youcef , François Orieux , Aurélia Fraysse , A. Abergel 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553166⟩ Conference papers hal-01952286v1
	Sparse Time-Frequency Representation of Gravitational-Wave signals in Unions of Wilson Bases Quentin Bammey , Philippe Bacon , Eric Chassande-Mottin , Aurélia Fraysse , Stéphane Jaffard 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.1755-1759, ⟨10.23919/EUSIPCO.2018.8553079⟩ Conference papers hal-02080871v1
	Structured sparsity regularization for gravitational- wave polarization reconstruction Fangchen Feng , Éric Chassande-Mottin , Philippe Bacon , Aurélia Fraysse 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Roma, Italy. ⟨10.23919/eusipco.2018.8553009⟩ Conference papers hal-02080853v1
	Parcimonie structurée pour l’imagerie micro-ondes Hidayet Zaimaga , Aurélia Fraysse , Marc Lambert 26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan Les Pins, France Conference papers hal-01596259v1
	Restoration from Multispectral Blurred Data with Non-Stationary Instrument Response Mohamed El Amine Hadj-Youcef , François Orieux , Aurélia Fraysse , M A Hadj-Youcef˚ , F Orieux˚ 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, kos, Greece. ⟨10.23919/eusipco.2017.8081258⟩ Conference papers hal-01596253v1
	Restauration d'objets astrophysiques à partir de données multispectrales floues et d'une réponse instrument non-stationnaire Mohamed Amine Hadj-Youcef , François Orieux , Aurélia Fraysse , Alain Abergel 26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan Les Pins, France Conference papers hal-01596257v1
	Sparse Reconstruction Algorithms for Nonlinear Microwave Imaging Hidayet Zaimaga , Aurélia Fraysse , Marc Lambert 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos island, Greece. pp.743-747, ⟨10.23919/eusipco.2017.8081300⟩ Conference papers hal-01587676v1
	Nonlinear imaging of 3D defect in anisotropic laminate using joint sparsity constraints Hidayet Zaimaga , Aurélia Fraysse , Marc Lambert 18th International Symposium on Applied Electromagnetics and Mechanics (ISEM 2017), Sep 2017, Chamonix, France Conference papers hal-01587782v1
	Approche bayésiennevariationnelle non-supervisée basée sur les ondelettes Yuling Zheng , Aurélia Fraysse , Thomas Rodet 25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France Conference papers hal-01266466v1
	Wavelet based unsupervised variational Bayesian image reconstruction approach Yuling Zheng , Aurélia Fraysse , Thomas Rodet 23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.2212-2216 Conference papers hal-01266464v1
	Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models Mounir Kaaniche , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/icassp.2014.6853953⟩ Conference papers hal-01090564v1
	Fast variational Bayesian approaches applied to large dimensional problems Yuling Zheng , Thomas Rodet , Aurelia Fraysse International Conference on Image Processing (ICIP), Sep 2013, Australia. pp.1240 Conference papers hal-00843494v1
	Approches rapides du bayésien variationnel pour des problèmes de grande dimension Yuling Zheng , Thomas Rodet , Aurélia Fraysse GRETSI, 2013, Brest, France. pp.241 Conference papers hal-00843497v1
	A subspace-based variational Bayesian method Yuling Zheng , Aurélia Fraysse , Thomas Rodet ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.id 4489, ⟨10.1109/icassp.2013.6638942⟩ Conference papers hal-00819241v1
	Variational Bayesian approximation with scale mixture prior: a comparison between three algorithms Leila Gharsalli , Mohammad-Djafari Ali , Aurélia Fraysse , Thomas Rodet 32nd International Workshop on Bayesian Inference and Maximun Entropy Methods in Sciences and Engineerin, Jul 2012, Garching near Munich, Germany. pp.130-138 Conference papers hal-00854783v1
	Floating Costa Scheme with Fractal Structure for Information Embedding Ali Komaty , Claude Delpha , Aurélia Fraysse ICT 2012, Apr 2012, Lebanon. pp.1-6, ⟨10.1109/ICTEL.2012.6221283⟩ Conference papers hal-00724874v1
	A convex programming bit allocation method for sparse sources Mounir Kaaniche , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet Proceedings of the IEEE International Picture Coding Symposium (PCS), May 2012, Poland. pp.853-856 Conference papers hal-00734456v1
	Tatouage Numérique par Schéma de Costa à Structure Fractale Flottante Ali Komaty , Claude Delpha , Aurélia Fraysse GRETSI 2011, Sep 2011, Bordeaux, France Conference papers hal-00617347v1
	Sur un nouvel algorithme Bayesien variationel Aurélia Fraysse , Thomas Rodet GRETSI, 2011, France. pp.id 91 Conference papers hal-00819235v1
	A gradient-like variational Bayesian algorithm Aurélia Fraysse , Thomas Rodet Stastistical Signal Processing Workshop, Jun 2011, Nice, France. pp.605 Conference papers hal-00611193v1
	Une méthode d'allocation de débit basse-résolution pour des données parcimonieuses Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet GRETSI, 2009, France. http://hdl.handle.net/2042/28969 Conference papers hal-00555302v1
	Rate-distortion results for Generalized Gaussian distributions Aurélia Fraysse , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), 2008, Las Vegas, United States. pp.3753-3756, ⟨10.1109/ICASSP.2008.4518469⟩ Conference papers hal-00621907v1
	Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creuses Claudia Teodora Petrisor , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet GRETSI, 2007, Troyes, France Conference papers hal-01119931v1

	Variational Bayesian Approach and Bi-Model for the Reconstruction-Separation of Astrophysics Components Thomas Rodet , Aurélia Fraysse , H Ayasso J.-F. Giovannelli; J. Idie. Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing, Wiley-ISTE, pp.225-249, 2015, 978-1-84821-637-2 Book sections hal-01982489v1
	Approche bayésienne variationnelle et bimodèle pour la reconstruction-séparation de composantes astrophysiques Thomas Rodet , Aurélia Fraysse , H Ayasso Méthodes d'inversion appliquées au traitement du signal et de l'image, Lavoisier, pp.249-273, 2013, Traité IC2, série Signal et image, 9782746245488 Book sections hal-00933592v1

	On the wavelet denoising of multifractal functions Aurélia Fraysse 2012 Preprints, Working Papers, ... hal-00731464v1

	Résultats de généricité en analyse multifractale Aurélia Fraysse Mathématiques [math]. Université Paris XII Val de Marne, 2005. Français. ⟨NNT : ⟩ Theses tel-00012156v1

	Apports méthodologiques basés sur la parcimonie pour les problèmes inverses Aurélia Fraysse Mathématiques [math]. Université Paris Sud, 2017 Habilitation à diriger des recherches tel-01658054v1

Aurélia Fraysse

Publications

Unrolled convolutional neural network for full-wave inverse scattering

Group sparsity penalized contrast source solution method for 2-D non-linear inverse scattering

Fast Joint Multiband Reconstruction from Wideband Images Based on Low Rank Approximation

Efficient unsupervised variational Bayesian image reconstruction using a sparse gradient prior

Efficient Variational Bayesian Approximation Method Based on Subspace optimization

A measure-theoretic variational Bayesian algorithm for large dimensional problems

Rate-distortion bounds for Wyner-Ziv coding with Gaussian scale mixture correlation noise

A Bit Allocation Method for Sparse Source Coding

Why minimax is not that pessimistic

Regularity criteria of almost every function in a Sobolev space

On the uniform quantization of a class of sparse sources

Generic validity of the multifractal formalism

How smooth is almost every function in a Sobolev space?

Quelques propriétés génériques en analyse

The Sobolev embeddings are usually sharp

Use of sparsity in nonlinear electromagnetic imaging: wavelet-based contrast source method

A wavelet-based contrast source inversion method

A Small-Scale Network for Seismic Patterns Classification

Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data

Sparse Time-Frequency Representation of Gravitational-Wave signals in Unions of Wilson Bases

Structured sparsity regularization for gravitational- wave polarization reconstruction

Parcimonie structurée pour l’imagerie micro-ondes

Restoration from Multispectral Blurred Data with Non-Stationary Instrument Response

Restauration d'objets astrophysiques à partir de données multispectrales floues et d'une réponse instrument non-stationnaire

Sparse Reconstruction Algorithms for Nonlinear Microwave Imaging

Nonlinear imaging of 3D defect in anisotropic laminate using joint sparsity constraints

Approche bayésiennevariationnelle non-supervisée basée sur les ondelettes

Wavelet based unsupervised variational Bayesian image reconstruction approach

Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models

Fast variational Bayesian approaches applied to large dimensional problems

Approches rapides du bayésien variationnel pour des problèmes de grande dimension

A subspace-based variational Bayesian method

Variational Bayesian approximation with scale mixture prior: a comparison between three algorithms

Floating Costa Scheme with Fractal Structure for Information Embedding

A convex programming bit allocation method for sparse sources

Tatouage Numérique par Schéma de Costa à Structure Fractale Flottante

Sur un nouvel algorithme Bayesien variationel

A gradient-like variational Bayesian algorithm

Une méthode d'allocation de débit basse-résolution pour des données parcimonieuses

Rate-distortion results for Generalized Gaussian distributions

Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creuses

Variational Bayesian Approach and Bi-Model for the Reconstruction-Separation of Astrophysics Components

Approche bayésienne variationnelle et bimodèle pour la reconstruction-séparation de composantes astrophysiques

On the wavelet denoising of multifractal functions

Résultats de généricité en analyse multifractale

Apports méthodologiques basés sur la parcimonie pour les problèmes inverses