Aurélia FRAYSSE

Associate Professor

L2S, CentraleSupélec
Bât. Breguet C4.17
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

+33 (0)1 69 85 17 39

Publications

Journal articles

2023

Unrolled convolutional neural network for full-wave inverse scattering

Zhang, Lambert, Fraysse, Lesselier
IEEE Transactions on Antennas and Propagation, 71 (1), p. 947-956, 2023
2022

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

Zhang, Lambert, Fraysse, Lesselier
IEEE Open Journal of Antennas and Propagation, 3, p. 48-58, 2022
2020

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

Hadj-Youcef, Orieux, Abergel, Fraysse
IEEE Transactions on Computational Imaging, p. 1-1, 2020
2019
2015

Efficient Variational Bayesian Approximation Method Based on Subspace optimization

Zheng, Fraysse, Rodet
IEEE Trans.Image Process., 24 (2), Institute of Electrical and Electronics Engineers, p. 681–693, 2015
2014

A Bit Allocation Method for Sparse Source Coding

Kaaniche, Fraysse, Pesquet-Popescu, Pesquet
IEEE Trans.Image Process., 23 (1), Institute of Electrical and Electronics Engineers, p. 137-152, 2014

A measure-theoretic variational Bayesian algorithm for large dimensional problems

Fraysse, Rodet
SIIMS SIAM J. Imaging Sci, 7 (4), Society for Industrial and Applied Mathematics, p. 2591-2622, 2014

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

Bassi, Fraysse, Dupraz, Kieffer
IEEE Transactions on Information Theory, 60 (12), p. 7540-7546, 2014
2013

Why minimax is not that pessimistic

Fraysse
ESAIM: PS, 17, EDP Sciences, p. 472-484, 2013
2010

Regularity criteria of almost every function in a Sobolev space

Fraysse
J. Funct. Anal., Elsevier, p. 1806-1821, 2010

Conference papers

Books

2015
Chapitres d’ouvrages scientifiques

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

Rodet, Fraysse, Ayasso
in Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing, pp. 225-249, Wiley-ISTE, 2015
2013

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

Rodet, Fraysse, Ayasso
in Méthodes d’inversion appliquées au traitement du signal et de l’image, pp. 249-273, Lavoisier, 2013

Patents and software

These/HDR