Yves Wiaux

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 38

Top Topics

Minimization Problems

Orientation Estimation

Image Reconstruction

Top Venues

Publications

Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy. CoRR (2024)
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
R2D2 image reconstruction with model uncertainty quantification in radio astronomy. CoRR (2024)
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2. CoRR (2024)
Amanda G. Wilber, Arwa Dabbech, Matthieu Terris, Adrian Jackson, Yves Wiaux
Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data. CoRR (2023)
Amir Aghabiglou, Chung San Chu, Adrian Jackson, Arwa Dabbech, Yves Wiaux
R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy. CoRR (2023)
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
Deep Network Series for Large-Scale High-Dynamic Range Imaging. ICASSP (2023)
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
Deep network series for large-scale high-dynamic range imaging. CoRR (2022)
Arwa Dabbech, Matthieu Terris, Adrian Jackson, Mpati Ramatsoku, Oleg M. Smirnov, Yves Wiaux
First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006. CoRR (2022)
Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux
Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers. CoRR (2022)
Audrey Repetti, Matthieu Terris, Yves Wiaux, Jean-Christophe Pesquet
Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play. EUSIPCO (2022)
Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. J. Imaging 7 (11) (2021)
Ahmed Karam Eldaly, Ming Fang, Angela Di Fulvio, Stephen McLaughlin, Mike E. Davies, Yoann Altmann, Yves Wiaux
Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography. J. Imaging 7 (10) (2021)
Jean-Christophe Pesquet, Audrey Repetti, Matthieu Terris, Yves Wiaux
Learning Maximally Monotone Operators for Image Recovery. SIAM J. Imaging Sci. 14 (3) (2021)
Audrey Repetti, Yves Wiaux
Variable Metric Forward-Backward Algorithm for Composite Minimization Problems. SIAM J. Optim. 31 (2) (2021)
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
Enhanced Convergent PNP Algorithms For Image Restoration. ICIP (2021)
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
Building Firmly Nonexpansive Convolutional Neural Networks. ICASSP (2020)
Audrey Repetti, Yves Wiaux
A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging. ICASSP (2020)
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization. SIAM J. Imaging Sci. 12 (1) (2019)
Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran
Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging. IEEE Signal Process. Lett. 26 (1) (2019)
Adrien Besson, Lucien Roquette, Dimitris Perdios, Matthieu Simeoni, Marcel Arditi, Paul Hurley, Yves Wiaux, Jean-Philippe Thiran
A Physical Model of Nonstationary Blur in Ultrasound Imaging. IEEE Trans. Computational Imaging 5 (3) (2019)
Marica Pesce, Audrey Repetti, Yves Wiaux
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling. CAMSAP (2019)
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis. EUSIPCO (2018)
Pierre-Antoine Thouvenin, Audrey Repetti, Arwa Dabbech, Yves Wiaux
Time-Regularized Blind Deconvolution Approach for Radio Interferometry. SAM (2018)
Marica Pesce, Audrey Repetti, Yves Wiaux
Fast kq-Space Sampling with Motion-Induced Phase in Diffusion MRI. SAM (2018)
Jasleen Birdi, Audrey Repetti, Yves Wiaux
Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging. SAM (2018)
Shahrzad Naghibzadeh, Audrey Repetti, Alle-Jan van der Veen, Yves Wiaux
Facet-Based Regularization for Scalable Radio-Interferometric Imaging. EUSIPCO (2018)
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery. CoRR (2018)
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction. CoRR (2018)
Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran
Pulse-Stream Models in Time-of-Flight Imaging. ICASSP (2018)
Silvia Gazzola, Yves Wiaux
Fast Nonnegative Least Squares Through Flexible Krylov Subspaces. SIAM J. Sci. Comput. 39 (2) (2017)
Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen
Sparse Image Reconstruction on the Sphere: Analysis and Synthesis. IEEE Trans. Image Process. 26 (11) (2017)
Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies
Cover tree compressed sensing for fast mr fingerprint recovery. MLSP (2017)
Adrien Besson, Rafael E. Carrillo, Miaomiao Zhang, Denis Friboulet, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
Sparse regularization methods in ultrafast ultrasound imaging. EUSIPCO (2016)
Zubair Khalid, Salman Durrani, Rodney A. Kennedy, Yves Wiaux, Jason D. McEwen
Gauss-Legendre Sampling on the Rotation Group. IEEE Signal Process. Lett. 23 (2) (2016)
Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen
Sparse image reconstruction on the sphere: analysis vs synthesis. CoRR (2016)
Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. ICIP (2016)
Abdullah Abdulaziz, Arwa Dabbech, Alexandru Onose, Yves Wiaux
A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging. EUSIPCO (2016)
Alexandru Onose, Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
A randomised primal-dual algorithm for distributed radio-interferometric imaging. EUSIPCO (2016)
Diana Khabipova, Yves Wiaux, Rolf Gruetter, José P. Marques
A modulated closed form solution for quantitative susceptibility mapping - A thorough evaluation and comparison to iterative methods based on edge prior knowledge. NeuroImage 107 (2015)
Anna Auría, David Romascano, E. Canales-Rodriguen, Yves Wiaux, T. B. Dirby, Daniel C. Alexander, Jean-Philippe Thiran, Alessandro Daducci
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx). ICIP (2015)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
A novel sampling theorem on the rotation group. CoRR (2015)
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI. NeuroImage 115 (2015)
Zubair Khalid, Salman Durrani, Rodney A. Kennedy, Yves Wiaux, Jason D. McEwen
Gauss-Legendre Sampling on the Rotation Group. CoRR (2015)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux
A Novel Sampling Theorem on the Rotation Group. IEEE Signal Process. Lett. 22 (12) (2015)
Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Structured sparsity through reweighting and application to diffusion MRI. EUSIPCO (2015)
Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux
Directional spin wavelets on the sphere. CoRR (2015)
Jason D. McEwen, Claudio Durastanti, Yves Wiaux
Localisation of directional scale-discretised wavelets on the sphere. CoRR (2015)
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
Sparsity averaging for radio-interferometric imaging. CoRR (2014)
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
Purify: A new algorithmic framework for next-generation radio-interferometric imaging. ICASSP (2014)
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. SIAM J. Imaging Sci. 7 (4) (2014)
Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Pierre Vandergheynst, Yves Wiaux
On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. CoRR (2014)
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
Compressed quantitative MRI: Bloch response recovery through iterated projection. ICASSP (2014)
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
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. IEEE Trans. Medical Imaging 33 (2) (2014)
Alessandro Daducci, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
. Medical Image Anal. 18 (6) (2014)
Anna Auría, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
Sparsity in tensor optimization for optical-interferometric imaging. ICIP (2014)
Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
On the computation of directional scale-discretized wavelet transforms on the sphere. CoRR (2013)
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
Sparsity Averaging for Compressive Imaging. IEEE Signal Process. Lett. 20 (6) (2013)
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection. CoRR (2013)
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem. IEEE Trans. Image Process. 22 (6) (2013)
Zubair Khalid, Rodney A. Kennedy, Salman Durrani, Parastoo Sadeghi, Yves Wiaux, Jason D. McEwen
Fast Directional Spatially Localized Spherical Harmonic Transform. IEEE Trans. Signal Process. 61 (9) (2013)
Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
Sparse Reverberant Audio Source Separation via Reweighted Analysis. IEEE Trans. Speech Audio Process. 21 (7) (2013)
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
On sparsity averaging. CoRR (2013)
Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. CoRR (2013)
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
Sparsity Averaging for Compressive Imaging CoRR (2012)
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
Sparse signal reconstruction on the sphere: implications of a new sampling theorem CoRR (2012)
Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
Spread spectrum magnetic resonance imaging CoRR (2012)
Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. EURASIP J. Adv. Signal Process. 2012 (2012)
Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux
S2LET: A code to perform fast wavelet analysis on the sphere CoRR (2012)
Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux
Spread Spectrum Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 31 (3) (2012)
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
Sampling theorems and compressive sensing on the sphere CoRR (2011)
Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques CoRR (2011)
Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux
Implications for compressed sensing of a new sampling theorem on the sphere CoRR (2011)
Jason D. McEwen, Yves Wiaux
Compressed sensing for radio interferometric imaging: Review and future direction. ICIP (2011)
Jason D. McEwen, Yves Wiaux
A Novel Sampling Theorem on the Sphere. IEEE Trans. Signal Process. 59 (12) (2011)
Gilles Puy, Pierre Vandergheynst, Yves Wiaux
On Variable Density Compressive Sampling. IEEE Signal Process. Lett. 18 (10) (2011)
Gilles Puy, Pierre Vandergheynst, Yves Wiaux
On Variable Density Compressive Sampling CoRR (2011)
Jason D. McEwen, Yves Wiaux
A novel sampling theorem on the sphere CoRR (2011)
Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
Spread spectrum for interferometric and magnetic resonance imaging. ICASSP (2010)
Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst
Spread spectrum for compressed sensing techniques in magnetic resonance imaging. ISBI (2010)
Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst
Spread spectrum for imaging techniques in radio interferometry CoRR (2009)
Yves Wiaux, Laurent Jacques, Pierre Vandergheynst
Fast spin ±2 spherical harmonics transforms and application in cosmology. J. Comput. Phys. 226 (2) (2007)