Fast spin ±2 spherical harmonics transforms and application in cosmology. - Yves Wiaux; Laurent Jacques; Pierre Vandergheynst (J. Comput. Phys., 2007)

Spread spectrum for imaging techniques in radio interferometry - Yves Wiaux; Gilles Puy; Yannick Boursier; Pierre Vandergheynst (CoRR, 2009)

Spread spectrum for interferometric and magnetic resonance imaging. - Gilles Puy; Yves Wiaux; Rolf Gruetter; Jean-Philippe Thiran; Dimitri Van De Ville; Pierre Vandergheynst (ICASSP, 2010)

Spread spectrum for compressed sensing techniques in magnetic resonance imaging. - Yves Wiaux; Gilles Puy; Rolf Gruetter; Jean-Philippe Thiran; Dimitri Van De Ville; Pierre Vandergheynst (ISBI, 2010)

Compressed sensing for radio interferometric imaging: Review and future direction. - Jason D. McEwen; Yves Wiaux (ICIP, 2011)

Implications for compressed sensing of a new sampling theorem on the sphere - Jason D. McEwen; Gilles Puy; Jean-Philippe Thiran; Pierre Vandergheynst; Dimitri Van De Ville; Yves Wiaux (CoRR, 2011)

Sampling theorems and compressive sensing on the sphere - Jason D. McEwen; Gilles Puy; Jean-Philippe Thiran; Pierre Vandergheynst; Dimitri Van De Ville; Yves Wiaux (CoRR, 2011)

On Variable Density Compressive Sampling. - Gilles Puy; Pierre Vandergheynst; Yves Wiaux (IEEE Signal Process. Lett., 2011)

A Novel Sampling Theorem on the Sphere. - Jason D. McEwen; Yves Wiaux (IEEE Trans. Signal Process., 2011)

Sparse signal reconstruction on the sphere: implications of a new sampling theorem - Jason D. McEwen; Gilles Puy; Jean-Philippe Thiran; Pierre Vandergheynst; Dimitri Van De Ville; Yves Wiaux (CoRR, 2012)

S2LET: A code to perform fast wavelet analysis on the sphere - Boris Leistedt; Jason D. McEwen; Pierre Vandergheynst; Yves Wiaux (CoRR, 2012)

Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. - Gilles Puy; Pierre Vandergheynst; Rémi Gribonval; Yves Wiaux (EURASIP J. Adv. Signal Process., 2012)

Spread Spectrum Magnetic Resonance Imaging. - Gilles Puy; José P. Marques; Rolf Gruetter; Jean-Philippe Thiran; Dimitri Van De Ville; Pierre Vandergheynst; Yves Wiaux (IEEE Trans. Medical Imaging, 2012)

On sparsity averaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (CoRR, 2013)

On the computation of directional scale-discretized wavelet transforms on the sphere. - Jason D. McEwen; Pierre Vandergheynst; Yves Wiaux (CoRR, 2013)

Sparsity Averaging for Compressive Imaging. - Rafael E. Carrillo; Jason D. McEwen; Dimitri Van De Ville; Jean-Philippe Thiran; Yves Wiaux (IEEE Signal Process. Lett., 2013)

Sparse Reverberant Audio Source Separation via Reweighted Analysis. - Simon Arberet; Pierre Vandergheynst; Rafael E. Carrillo; Jean-Philippe Thiran; Yves Wiaux (IEEE Trans. Speech Audio Process., 2013)

Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem. - Jason D. McEwen; Gilles Puy; Jean-Philippe Thiran; Pierre Vandergheynst; Dimitri Van De Ville; Yves Wiaux (IEEE Trans. Image Process., 2013)

Fast Directional Spatially Localized Spherical Harmonic Transform. - Zubair Khalid; Rodney A. Kennedy; Salman Durrani; Parastoo Sadeghi; Yves Wiaux; Jason D. McEwen (IEEE Trans. Signal Process., 2013)

Purify: A new algorithmic framework for next-generation radio-interferometric imaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (ICASSP, 2014)

Compressed quantitative MRI: Bloch response recovery through iterated projection. - Mike E. Davies 001; Gilles Puy; Pierre Vandergheynst; Yves Wiaux (ICASSP, 2014)

Sparsity in tensor optimization for optical-interferometric imaging. - Anna Auría; Rafael E. Carrillo; Jean-Philippe Thiran; Yves Wiaux (ICIP, 2014)

Sparsity averaging for radio-interferometric imaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (CoRR, 2014)

On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. - Jason D. McEwen; Martin Büttner; Boris Leistedt; Hiranya V. Peiris; Pierre Vandergheynst; Yves Wiaux (CoRR, 2014)

Sparse regularization for fiber ODF reconstruction: From the suboptimality of l2 and l1 priors to l0. - Alessandro Daducci; Dimitri Van De Ville; Jean-Philippe Thiran; Yves Wiaux (Medical Image Anal., 2014)

A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. - Mike E. Davies 001; Gilles Puy; Pierre Vandergheynst; Yves Wiaux (SIAM J. Imaging Sci., 2014)

Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. - 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; et al. (IEEE Trans. Medical Imaging, 2014)

Structured sparsity through reweighting and application to diffusion MRI. - Anna Auría; Alessandro Daducci; Jean-Philippe Thiran; Yves Wiaux (EUSIPCO, 2015)

Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx). - Anna Auría; David Romascano; E. Canales-Rodriguen; Yves Wiaux; T. B. Dirby; Daniel C. Alexander; Jean-Philippe Thiran; Alessandro Daducci (ICIP, 2015)

Localisation of directional scale-discretised wavelets on the sphere. - Jason D. McEwen; Claudio Durastanti; Yves Wiaux (CoRR, 2015)

Directional spin wavelets on the sphere. - Jason D. McEwen; Boris Leistedt; Martin Büttner; Hiranya V. Peiris; Yves Wiaux (CoRR, 2015)

Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI. - Anna Auría; Alessandro Daducci; Jean-Philippe Thiran; Yves Wiaux (NeuroImage, 2015)

A modulated closed form solution for quantitative susceptibility mapping - A thorough evaluation and comparison to iterative methods based on edge prior knowledge. - Diana Khabipova; Yves Wiaux; Rolf Gruetter; José P. Marques (NeuroImage, 2015)

A Novel Sampling Theorem on the Rotation Group. - Jason D. McEwen; Martin Büttner; Boris Leistedt; Hiranya V. Peiris; Yves Wiaux (IEEE Signal Process. Lett., 2015)

A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging. - Abdullah Abdulaziz; Arwa Dabbech; Alexandru Onose; Yves Wiaux (EUSIPCO, 2016)

Sparse regularization methods in ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Miaomiao Zhang; Denis Friboulet; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (EUSIPCO, 2016)

A randomised primal-dual algorithm for distributed radio-interferometric imaging. - Alexandru Onose; Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (EUSIPCO, 2016)

Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (ICIP, 2016)

Sparse image reconstruction on the sphere: analysis vs synthesis. - Christopher G. R. Wallis; Yves Wiaux; Jason D. McEwen (CoRR, 2016)

Gauss-Legendre Sampling on the Rotation Group. - Zubair Khalid; Salman Durrani; Rodney A. Kennedy; Yves Wiaux; Jason D. McEwen (IEEE Signal Process. Lett., 2016)

Cover tree compressed sensing for fast mr fingerprint recovery. - Mohammad Golbabaee; Zhouye Chen; Yves Wiaux; Mike E. Davies 001 (MLSP, 2017)

Fast Nonnegative Least Squares Through Flexible Krylov Subspaces. - Silvia Gazzola; Yves Wiaux (SIAM J. Sci. Comput., 2017)

Sparse Image Reconstruction on the Sphere: Analysis and Synthesis. - Christopher G. R. Wallis; Yves Wiaux; Jason D. McEwen (IEEE Trans. Image Process., 2017)

Facet-Based Regularization for Scalable Radio-Interferometric Imaging. - Shahrzad Naghibzadeh; Audrey Repetti; Alle-Jan van der Veen; Yves Wiaux (EUSIPCO, 2018)

Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis. - Audrey Repetti; Marcelo Pereyra; Yves Wiaux (EUSIPCO, 2018)

Pulse-Stream Models in Time-of-Flight Imaging. - Adrien Besson; Dimitris Perdios; Yves Wiaux; Jean-Philippe Thiran (ICASSP, 2018)

Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging. - Jasleen Birdi; Audrey Repetti; Yves Wiaux (SAM, 2018)

Fast kq-Space Sampling with Motion-Induced Phase in Diffusion MRI. - Marica Pesce; Audrey Repetti; Yves Wiaux (SAM, 2018)

Time-Regularized Blind Deconvolution Approach for Radio Interferometry. - Pierre-Antoine Thouvenin; Audrey Repetti; Arwa Dabbech; Yves Wiaux (SAM, 2018)

CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery. - Mohammad Golbabaee; Zhouye Chen; Yves Wiaux; Mike E. Davies 001 (CoRR, 2018)

CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction. - Mohammad Golbabaee; Zhouye Chen; Yves Wiaux; Mike E. Davies 001 (CoRR, 2018)

Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling. - Marica Pesce; Audrey Repetti; Yves Wiaux (CAMSAP, 2019)

Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization. - Audrey Repetti; Marcelo Pereyra; Yves Wiaux (SIAM J. Imaging Sci., 2019)

Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging. - Adrien Besson; Dimitris Perdios; Yves Wiaux; Jean-Philippe Thiran (IEEE Signal Process. Lett., 2019)

A Physical Model of Nonstationary Blur in Ultrasound Imaging. - Adrien Besson; Lucien Roquette; Dimitris Perdios; Matthieu Simeoni; Marcel Arditi; Paul Hurley; Yves Wiaux; Jean-Philippe Thiran (IEEE Trans. Computational Imaging, 2019)

A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging. - Audrey Repetti; Yves Wiaux (ICASSP, 2020)

Building Firmly Nonexpansive Convolutional Neural Networks. - Matthieu Terris; Audrey Repetti; Jean-Christophe Pesquet; Yves Wiaux (ICASSP, 2020)

Enhanced Convergent PNP Algorithms For Image Restoration. - Matthieu Terris; Audrey Repetti; Jean-Christophe Pesquet; Yves Wiaux (ICIP, 2021)

Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography. - Ahmed Karam Eldaly; Ming Fang; Angela Di Fulvio; Steve McLaughlin 001; Mike E. Davies 001; Yoann Altmann; Yves Wiaux (J. Imaging, 2021)

Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. - Marica Pesce; Audrey Repetti; Anna Auría; Alessandro Daducci; Jean-Philippe Thiran; Yves Wiaux (J. Imaging, 2021)

Learning Maximally Monotone Operators for Image Recovery. - Jean-Christophe Pesquet; Audrey Repetti; Matthieu Terris; Yves Wiaux (SIAM J. Imaging Sci., 2021)

Variable Metric Forward-Backward Algorithm for Composite Minimization Problems. - Audrey Repetti; Yves Wiaux (SIAM J. Optim., 2021)

Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play. - Audrey Repetti; Matthieu Terris; Yves Wiaux; Jean-Christophe Pesquet (EUSIPCO, 2022)

Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers. - Matthieu Terris; Arwa Dabbech; Chao Tang; Yves Wiaux (CoRR, 2022)

First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006. - Arwa Dabbech; Matthieu Terris; Adrian Jackson; Mpati Ramatsoku; Oleg M. Smirnov; Yves Wiaux (CoRR, 2022)

Deep Network Series for Large-Scale High-Dynamic Range Imaging. - Amir Aghabiglou; Matthieu Terris; Adrian Jackson; Yves Wiaux (ICASSP, 2023)

Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data. - Amanda G. Wilber; Arwa Dabbech; Matthieu Terris; Adrian Jackson; Yves Wiaux (CoRR, 2023)

R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy. - Amir Aghabiglou; Chung San Chu; Adrian Jackson; Arwa Dabbech; Yves Wiaux (CoRR, 2023)

R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy. - Amir Aghabiglou; Chung San Chu; Arwa Dabbech; Yves Wiaux (EUSIPCO, 2024)

Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2. - Yiwei Chen; Chao Tang; Amir Aghabiglou; Chung San Chu; Yves Wiaux (EUSIPCO, 2024)

A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging. - Guillaume Lauga; Audrey Repetti; Elisa Riccietti; Nelly Pustelnik; Paulo Gonçalves 001; Yves Wiaux (EUSIPCO, 2024)

The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy. - Amir Aghabiglou; Chung San Chu; Arwa Dabbech; Yves Wiaux (CoRR, 2024)

Hyperspectral Imaging at Scale with Parallel DNN-based Regularization in Radio Astronomy. - Chao Tang; Arwa Dabbech; Adrian Jackson; Yves Wiaux (CLUSTER Workshops, 2025)

Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections. - Olivier Leblanc; Yves Wiaux; Laurent Jacques (IEEE Trans. Computational Imaging, 2025)

S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging. - A. Tajja; Amir Aghabiglou; Emma Tolley; Jean-Paul Kneib; Jean-Philippe Thiran; Yves Wiaux (CoRR, 2025)

Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture. - Amir Aghabiglou; Chung San Chu; Chao Tang; Arwa Dabbech; Yves Wiaux (CoRR, 2025)

The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging. - Yiwei Chen; Amir Aghabiglou; Shijie Chen; Motahare Torki; Chao Tang; Ruud B. van Heeswijk; Yves Wiaux (CoRR, 2025)

Africanus III. pfb-imaging-A flexible radio interferometric imaging suite. - 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 (Astron. Comput., 2026)