Yves Wiaux
Orcid: 0000-0002-1658-0121
According to our database1,
Yves Wiaux
authored at least 71 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy.
CoRR, 2024
2023
R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy.
CoRR, 2023
Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data.
CoRR, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006.
CoRR, 2022
Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers.
CoRR, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
SIAM J. Optim., 2021
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors.
J. Imaging, 2021
Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography.
J. Imaging, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Computational Imaging, 2019
IEEE Signal Process. Lett., 2019
Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization.
SIAM J. Imaging Sci., 2019
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction.
CoRR, 2018
CoRR, 2018
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis.
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Trans. Image Process., 2017
SIAM J. Sci. Comput., 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
A modulated closed form solution for quantitative susceptibility mapping - A thorough evaluation and comparison to iterative methods based on edge prior knowledge.
NeuroImage, 2015
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI.
NeuroImage, 2015
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx).
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging, 2014
SIAM J. Imaging Sci., 2014
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l<sub>2</sub> and l<sub>1</sub> priors to l<sub>0</sub>.
Medical Image Anal., 2014
On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation.
CoRR, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Purify: A new algorithmic framework for next-generation radio-interferometric imaging.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Image Process., 2013
IEEE Trans. Speech Audio Process., 2013
On the computation of directional scale-discretized wavelet transforms on the sphere.
CoRR, 2013
2012
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques.
EURASIP J. Adv. Signal Process., 2012
CoRR, 2012
2011
CoRR, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
2007
J. Comput. Phys., 2007