Aurélia Fraysse

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 10

Top Topics

Variational Bayesian

Image Reconstruction

Discovering Patterns

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Inf. Theory

Publications

Monacér da Silva, Jean Charléty, Aurélia Fraysse, Jean-Christophe Pesquet
A Small-Scale Network for Seismic Patterns Classification. EUSIPCO (2020)
M. Amine Hadj-Youcef, François Orieux, Alain Abergel, Aurélia Fraysse
Fast Joint Multiband Reconstruction From Wideband Images Based on Low-Rank Approximation. IEEE Trans. Computational Imaging 6 (2020)
Yuling Zheng, Aurélia Fraysse, Thomas Rodet
Efficient unsupervised variational Bayesian image reconstruction using a sparse gradient prior. Neurocomputing 359 (2019)
M. Amine Hadj-Youcef, François Orieux, Aurélia Fraysse, Alain Abergel
Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data. EUSIPCO (2018)
Quentin Bammey, Philippe Bacon, Éric Chassande-Mottin, Aurélia Fraysse, Stéphane Jaffard
Sparse Time-Frequency Representation of Gravitational-Wave signals in Unions of Wilson Bases. EUSIPCO (2018)
Fangchen Feng, Éric Chassande-Mottin, Philippe Bacon, Aurélia Fraysse
Structured sparsity regularization for gravitational- wave polarization reconstruction. EUSIPCO (2018)
M. Amine Hadj-Youcef, François Orieux, Aurélia Fraysse, Alain Abergel
Restoration from multispectral blurred data with non-stationary instrument response. EUSIPCO (2017)
Hidayet Zaimaga, Aurélia Fraysse, Marc Lambert
Sparse reconstruction algorithms for nonlinear microwave imaging. EUSIPCO (2017)
Yuling Zheng, Aurélia Fraysse, Thomas Rodet
Wavelet based unsupervised variational Bayesian image reconstruction approach. EUSIPCO (2015)
Yuling Zheng, Aurélia Fraysse, Thomas Rodet
Efficient Variational Bayesian Approximation Method Based on Subspace Optimization. IEEE Trans. Image Process. 24 (2) (2015)
Aurélia Fraysse, Thomas Rodet
A Measure-Theoretic Variational Bayesian Algorithm for Large Dimensional Problems. SIAM J. Imaging Sci. 7 (4) (2014)
Mounir Kaaniche, Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models. ICASSP (2014)
Francesca Bassi, Aurélia Fraysse, Elsa Dupraz, Michel Kieffer
Rate-Distortion Bounds for Wyner-Ziv Coding With Gaussian Scale Mixture Correlation Noise. IEEE Trans. Inf. Theory 60 (12) (2014)
Mounir Kaaniche, Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
A Bit Allocation Method for Sparse Source Coding. IEEE Trans. Image Process. 23 (1) (2014)
Yuling Zheng, Aurélia Fraysse, Thomas Rodet
A subspace-based variational Bayesian method. ICASSP (2013)
Yuling Zheng, Thomas Rodet, Aurélia Fraysse
Fast variational Bayesian approaches applied to large dimensional problems. ICIP (2013)
Mounir Kaaniche, Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
A convex programming bit allocation method for sparse sources. PCS (2012)
Ali Komaty, Claude Delpha, Aurélia Fraysse
Floating Costa Scheme with fractal structure for information embedding. ICT (2012)
Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
On the uniform quantization of a class of sparse sources. IEEE Trans. Inf. Theory 55 (7) (2009)
Aurélia Fraysse, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
Rate-distortion results for Generalized Gaussian distributions. ICASSP (2008)