Yves Wiaux

91 papers B 5Misc 7Journal 62Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Africanus III. pfb-imaging-A flexible radio interferometric imaging suite.
Astron. Comput.
Hertzog Landman Bester, Jonathan S. Kenyon, Audrey Repetti, Simon J. Perkins, Oleg M. Smirnov, Tariq Blecher, Yassine Mhiri, Jakob Roth, Ian Heywood, Yves Wiaux, Benjamin V. Hugo
2025 J jnl
Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections.
IEEE Trans. Computational Imaging
Olivier Leblanc, Yves Wiaux, Laurent Jacques
2025 J jnl
HyperAIRI: a plug-and-play algorithm for precise hyperspectral image reconstruction in radio interferometry.
CoRR
Chao Tang, Arwa Dabbech, Adrian Jackson, Yves Wiaux
2025 — conf
Hyperspectral Imaging at Scale with Parallel DNN-based Regularization in Radio Astronomy.
CLUSTER Workshops
Chao Tang, Arwa Dabbech, Adrian Jackson, Yves Wiaux
2025 J jnl
S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging.
CoRR
A. Tajja, Amir Aghabiglou, Emma Tolley, Jean-Paul Kneib, Jean-Philippe Thiran, Yves Wiaux
2025 J jnl
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging.
CoRR
Yiwei Chen, Amir Aghabiglou, Shijie Chen, Motahare Torki, Chao Tang, Ruud B. van Heeswijk, Yves Wiaux
2025 J jnl
Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture.
CoRR
Amir Aghabiglou, Chung San Chu, Chao Tang, Arwa Dabbech, Yves Wiaux
2024 — conf
A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging.
EUSIPCO
Guillaume Lauga, Audrey Repetti, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves, Yves Wiaux
2024 — conf
R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy.
EUSIPCO
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2024 J jnl
R2D2 image reconstruction with model uncertainty quantification in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2024 — conf
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2.
EUSIPCO
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
2024 J jnl
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2.
CoRR
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
2024 J jnl
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2023 Misc conf
Deep Network Series for Large-Scale High-Dynamic Range Imaging.
ICASSP
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
2023 J jnl
R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Adrian Jackson, Arwa Dabbech, Yves Wiaux
2023 J jnl
Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data.
CoRR
Amanda G. Wilber, Arwa Dabbech, Matthieu Terris, Adrian Jackson, Yves Wiaux
2022 J jnl
Deep network series for large-scale high-dynamic range imaging.
CoRR
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
2022 — conf
Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play.
EUSIPCO
Audrey Repetti, Matthieu Terris, Yves Wiaux, Jean-Christophe Pesquet
2022 J jnl
First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006.
CoRR
Arwa Dabbech, Matthieu Terris, Adrian Jackson, Mpati Ramatsoku, Oleg M. Smirnov, Yves Wiaux
2022 J jnl
Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers.
CoRR
Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux
2021 J jnl
Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography.
J. Imaging
Ahmed Karam Eldaly, Ming Fang, Angela Di Fulvio, Steve McLaughlin, Mike E. Davies, Yoann Altmann, Yves Wiaux
2021 B conf
Enhanced Convergent PNP Algorithms For Image Restoration.
ICIP
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
2021 J jnl
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors.
J. Imaging
Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
2021 J jnl
Learning Maximally Monotone Operators for Image Recovery.
SIAM J. Imaging Sci.
Jean-Christophe Pesquet, Audrey Repetti, Matthieu Terris, Yves Wiaux
2021 J jnl
Variable Metric Forward-Backward Algorithm for Composite Minimization Problems.
SIAM J. Optim.
Audrey Repetti, Yves Wiaux
2020 Misc conf
A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging.
ICASSP
Audrey Repetti, Yves Wiaux
2020 Misc conf
Building Firmly Nonexpansive Convolutional Neural Networks.
ICASSP
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
2019 J jnl
A Physical Model of Nonstationary Blur in Ultrasound Imaging.
IEEE Trans. Computational Imaging
Adrien Besson, Lucien Roquette, Dimitris Perdios, Matthieu Simeoni, Marcel Arditi, Paul Hurley, Yves Wiaux, Jean-Philippe Thiran
2019 — conf
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling.
CAMSAP
Marica Pesce, Audrey Repetti, Yves Wiaux
2019 J jnl
Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging.
IEEE Signal Process. Lett.
Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran
2019 J jnl
Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization.
SIAM J. Imaging Sci.
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
2018 J jnl
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction.
CoRR
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
2018 J jnl
CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery.
CoRR
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
2018 — conf
Facet-Based Regularization for Scalable Radio-Interferometric Imaging.
EUSIPCO
Shahrzad Naghibzadeh, Audrey Repetti, Alle-Jan van der Veen, Yves Wiaux
2018 — conf
Fast kq-Space Sampling with Motion-Induced Phase in Diffusion MRI.
SAM
Marica Pesce, Audrey Repetti, Yves Wiaux
2018 Misc conf
Pulse-Stream Models in Time-of-Flight Imaging.
ICASSP
Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran
2018 — conf
Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging.
SAM
Jasleen Birdi, Audrey Repetti, Yves Wiaux
2018 — conf
Time-Regularized Blind Deconvolution Approach for Radio Interferometry.
SAM
Pierre-Antoine Thouvenin, Audrey Repetti, Arwa Dabbech, Yves Wiaux
2018 — conf
Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis.
EUSIPCO
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
2017 — conf
Cover tree compressed sensing for fast mr fingerprint recovery.
MLSP
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
2017 J jnl
Fast Nonnegative Least Squares Through Flexible Krylov Subspaces.
SIAM J. Sci. Comput.
Silvia Gazzola, Yves Wiaux
2017 J jnl
Sparse Image Reconstruction on the Sphere: Analysis and Synthesis.
IEEE Trans. Image Process.
Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen
2016 — conf
A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging.
EUSIPCO
Abdullah Abdulaziz, Arwa Dabbech, Alexandru Onose, Yves Wiaux
2016 — conf
A randomised primal-dual algorithm for distributed radio-interferometric imaging.
EUSIPCO
Alexandru Onose, Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2016 B conf
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging.
ICIP
Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
2016 J jnl
Gauss-Legendre Sampling on the Rotation Group.
IEEE Signal Process. Lett.
Zubair Khalid, Salman Durrani, Rodney A. Kennedy, Yves Wiaux, Jason D. McEwen
2016 J jnl
Sparse image reconstruction on the sphere: analysis vs synthesis.
CoRR
Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen
2016 — conf
Sparse regularization methods in ultrafast ultrasound imaging.
EUSIPCO
Adrien Besson, Rafael E. Carrillo, Miaomiao Zhang, Denis Friboulet, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
2015 J jnl
A Novel Sampling Theorem on the Rotation Group.
IEEE Signal Process. Lett.
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
2015 J jnl
A modulated closed form solution for quantitative susceptibility mapping - A thorough evaluation and comparison to iterative methods based on edge prior knowledge.
NeuroImage
Diana Khabipova, Yves Wiaux, Rolf Gruetter, José P. Marques
2015 J jnl
A novel sampling theorem on the rotation group.
CoRR
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
2015 B conf
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx).
ICIP
Anna Auría, David Romascano, E. Canales-Rodriguen, Yves Wiaux, T. B. Dirby, Daniel C. Alexander, Jean-Philippe Thiran, Alessandro Daducci
2015 J jnl
Directional spin wavelets on the sphere.
CoRR
Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux
2015 J jnl
Gauss-Legendre Sampling on the Rotation Group.
CoRR
Zubair Khalid, Salman Durrani, Rodney A. Kennedy, Yves Wiaux, Jason D. McEwen
2015 J jnl
Localisation of directional scale-discretised wavelets on the sphere.
CoRR
Jason D. McEwen, Claudio Durastanti, Yves Wiaux
2015 J jnl
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI.
NeuroImage
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
2015 — conf
Structured sparsity through reweighting and application to diffusion MRI.
EUSIPCO
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
2014 J jnl
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting.
SIAM J. Imaging Sci.
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2014 Misc conf
Compressed quantitative MRI: Bloch response recovery through iterated projection.
ICASSP
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2014 J jnl
On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation.
CoRR
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux
2014 Misc conf
Purify: A new algorithmic framework for next-generation radio-interferometric imaging.
ICASSP
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2014 J jnl
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging
Alessandro Daducci, Erick Jorge Canales-Rodríguez, Maxime Descoteaux, Eleftherios Garyfallidis, Yaniv Gur, Ying-Chia Lin, Merry Mani, Sylvain Merlet, Michael Paquette, Alonso Ramirez-Manzanares, Marco Reisert, Paulo Reis Rodrigues, Farshid Sepehrband, Emmanuel Caruyer, Jeiran Choupan, Rachid Deriche, Mathews Jacob, Gloria Menegaz, Vesna Prckovska, Mariano Rivera, Yves Wiaux, Jean-Philippe Thiran
2014 J jnl
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l
Medical Image Anal.
Alessandro Daducci, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
2014 J jnl
Sparsity averaging for radio-interferometric imaging.
CoRR
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2014 B conf
Sparsity in tensor optimization for optical-interferometric imaging.
ICIP
Anna Auría, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
2013 J jnl
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting.
CoRR
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2013 J jnl
Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection.
CoRR
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2013 J jnl
Fast Directional Spatially Localized Spherical Harmonic Transform.
IEEE Trans. Signal Process.
Zubair Khalid, Rodney A. Kennedy, Salman Durrani, Parastoo Sadeghi, Yves Wiaux, Jason D. McEwen
2013 J jnl
On sparsity averaging.
CoRR
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2013 J jnl
On the computation of directional scale-discretized wavelet transforms on the sphere.
CoRR
Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
2013 J jnl
Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem.
IEEE Trans. Image Process.
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2013 J jnl
Sparse Reverberant Audio Source Separation via Reweighted Analysis.
IEEE Trans. Speech Audio Process.
Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
2013 J jnl
Sparsity Averaging for Compressive Imaging.
IEEE Signal Process. Lett.
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
2012 J jnl
S2LET: A code to perform fast wavelet analysis on the sphere
CoRR
Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
2012 J jnl
Sparse signal reconstruction on the sphere: implications of a new sampling theorem
CoRR
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2012 J jnl
Sparsity Averaging for Compressive Imaging
CoRR
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
2012 J jnl
Spread Spectrum Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging
Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
2012 J jnl
Spread spectrum magnetic resonance imaging
CoRR
Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
2012 J jnl
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques.
EURASIP J. Adv. Signal Process.
Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
2011 J jnl
A Novel Sampling Theorem on the Sphere.
IEEE Trans. Signal Process.
Jason D. McEwen, Yves Wiaux
2011 J jnl
A novel sampling theorem on the sphere
CoRR
Jason D. McEwen, Yves Wiaux
2011 B conf
Compressed sensing for radio interferometric imaging: Review and future direction.
ICIP
Jason D. McEwen, Yves Wiaux
2011 J jnl
Implications for compressed sensing of a new sampling theorem on the sphere
CoRR
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2011 J jnl
On Variable Density Compressive Sampling
CoRR
Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2011 J jnl
On Variable Density Compressive Sampling.
IEEE Signal Process. Lett.
Gilles Puy, Pierre Vandergheynst, Yves Wiaux
2011 J jnl
Sampling theorems and compressive sensing on the sphere
CoRR
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
2011 J jnl
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques
CoRR
Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
2010 — conf
Spread spectrum for compressed sensing techniques in magnetic resonance imaging.
ISBI
Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
2010 Misc conf
Spread spectrum for interferometric and magnetic resonance imaging.
ICASSP
Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
2009 J jnl
Spread spectrum for imaging techniques in radio interferometry
CoRR
Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst
2007 J jnl
Fast spin ±2 spherical harmonics transforms and application in cosmology.
J. Comput. Phys.
Yves Wiaux, Laurent Jacques, Pierre Vandergheynst