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2020 – today
- 2024
[c28]Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux:
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2. EUSIPCO 2024: 1511-1515- [c27]Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux:
R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy. EUSIPCO 2024: 1926-1931 - [c26]Guillaume Lauga, Audrey Repetti, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves, Yves Wiaux:
A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging. EUSIPCO 2024: 2287-2291 - [i31]Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux:
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy. CoRR abs/2403.05452 (2024) - [i30]Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux:
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2. CoRR abs/2403.17905 (2024) - [i29]Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux:
R2D2 image reconstruction with model uncertainty quantification in radio astronomy. CoRR abs/2403.18052 (2024) - 2023
- [c25]Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
:
Deep Network Series for Large-Scale High-Dynamic Range Imaging. ICASSP 2023: 1-5 - [i28]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 abs/2302.14149 (2023) - [i27]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 abs/2309.03291 (2023) - 2022
- [c24]Audrey Repetti, Matthieu Terris, Yves Wiaux, Jean-Christophe Pesquet:
Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play. EUSIPCO 2022: 957-961 - [i26]Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux:
Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers. CoRR abs/2202.12959 (2022) - [i25]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 abs/2207.11336 (2022) - [i24]Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux:
Deep network series for large-scale high-dynamic range imaging. CoRR abs/2210.16060 (2022) - 2021
- [j25]Ahmed Karam Eldaly, Ming Fang, Angela Di Fulvio, Steve 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): 212 (2021) - [j24]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): 226 (2021) - [j23]Jean-Christophe Pesquet, Audrey Repetti, Matthieu Terris, Yves Wiaux:
Learning Maximally Monotone Operators for Image Recovery. SIAM J. Imaging Sci. 14(3): 1206-1237 (2021) - [j22]Audrey Repetti, Yves Wiaux:
Variable Metric Forward-Backward Algorithm for Composite Minimization Problems. SIAM J. Optim. 31(2): 1215-1241 (2021) - [c23]Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux:
Enhanced Convergent PNP Algorithms For Image Restoration. ICIP 2021: 1684-1688 - 2020
- [c22]Audrey Repetti, Yves Wiaux:
A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging. ICASSP 2020: 1434-1438 - [c21]Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux:
Building Firmly Nonexpansive Convolutional Neural Networks. ICASSP 2020: 8658-8662
2010 – 2019
- 2019
- [j21]Audrey Repetti, Marcelo Pereyra, Yves Wiaux:
Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization. SIAM J. Imaging Sci. 12(1): 87-118 (2019) - [j20]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): 84-88 (2019) - [j19]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): 381-394 (2019) - [c20]Marica Pesce, Audrey Repetti, Yves Wiaux:
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling. CAMSAP 2019: 326-330 - 2018
- [c19]Audrey Repetti, Marcelo Pereyra, Yves Wiaux:
Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis. EUSIPCO 2018: 2668-2672 - [c18]Shahrzad Naghibzadeh, Audrey Repetti, Alle-Jan van der Veen, Yves Wiaux:
Facet-Based Regularization for Scalable Radio-Interferometric Imaging. EUSIPCO 2018: 2678-2682 - [c17]Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran:
Pulse-Stream Models in Time-of-Flight Imaging. ICASSP 2018: 3389-3393 - [c16]Marica Pesce, Audrey Repetti, Yves Wiaux:
Fast kq-Space Sampling with Motion-Induced Phase in Diffusion MRI. SAM 2018: 420-424 - [c15]Jasleen Birdi, Audrey Repetti, Yves Wiaux:
Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging. SAM 2018: 465-469 - [c14]Pierre-Antoine Thouvenin, Audrey Repetti, Arwa Dabbech, Yves Wiaux:
Time-Regularized Blind Deconvolution Approach for Radio Interferometry. SAM 2018: 475-479 - [i23]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
CoverBLIP: scalable iterative matched filtering for MR Fingerprint recovery. CoRR abs/1809.02503 (2018) - [i22]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction. CoRR abs/1810.01967 (2018) - 2017
- [j18]Silvia Gazzola, Yves Wiaux:
Fast Nonnegative Least Squares Through Flexible Krylov Subspaces. SIAM J. Sci. Comput. 39(2) (2017) - [j17]Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen:
Sparse Image Reconstruction on the Sphere: Analysis and Synthesis. IEEE Trans. Image Process. 26(11): 5176-5187 (2017) - [c13]Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies:
Cover tree compressed sensing for fast mr fingerprint recovery. MLSP 2017: 1-6 - 2016
- [j16]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): 207-211 (2016) - [c12]Abdullah Abdulaziz, Arwa Dabbech, Alexandru Onose, Yves Wiaux:
A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging. EUSIPCO 2016: 388-392 - [c11]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: 552-556 - [c10]Alexandru Onose, Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux:
A randomised primal-dual algorithm for distributed radio-interferometric imaging. EUSIPCO 2016: 1448-1452 - [c9]Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran:
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. ICIP 2016: 2509-2513 - [i21]Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen:
Sparse image reconstruction on the sphere: analysis vs synthesis. CoRR abs/1608.00553 (2016) - 2015
- [j15]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: 163-174 (2015) - [j14]Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux:
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI. NeuroImage 115: 245-255 (2015) - [j13]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): 2425-2429 (2015) - [c8]Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux:
Structured sparsity through reweighting and application to diffusion MRI. EUSIPCO 2015: 454-458 - [c7]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: 1673-1676 - [i20]Jason D. McEwen, Martin Büttner, Boris Leistedt, Hiranya V. Peiris, Yves Wiaux:
A novel sampling theorem on the rotation group. CoRR abs/1508.03101 (2015) - [i19]Zubair Khalid, Salman Durrani, Rodney A. Kennedy, Yves Wiaux, Jason D. McEwen:
Gauss-Legendre Sampling on the Rotation Group. CoRR abs/1508.03353 (2015) - [i18]Jason D. McEwen, Boris Leistedt, Martin Büttner, Hiranya V. Peiris, Yves Wiaux:
Directional spin wavelets on the sphere. CoRR abs/1509.06749 (2015) - [i17]Jason D. McEwen, Claudio Durastanti, Yves Wiaux:
Localisation of directional scale-discretised wavelets on the sphere. CoRR abs/1509.06767 (2015) - 2014
- [j12]Alessandro Daducci, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux:
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l2 and l1 priors to l0. Medical Image Anal. 18(6): 820-833 (2014) - [j11]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. SIAM J. Imaging Sci. 7(4): 2623-2656 (2014) - [j10]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): 384-399 (2014) - [c6]Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux:
Purify: A new algorithmic framework for next-generation radio-interferometric imaging. ICASSP 2014: 5407-5411 - [c5]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
Compressed quantitative MRI: Bloch response recovery through iterated projection. ICASSP 2014: 6899-6903 - [c4]Anna Auría, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux:
Sparsity in tensor optimization for optical-interferometric imaging. ICIP 2014: 6026-6030 - [i16]Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux:
Sparsity averaging for radio-interferometric imaging. CoRR abs/1402.2335 (2014) - [i15]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 abs/1412.1340 (2014) - 2013
- [j9]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): 591-594 (2013) - [j8]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): 1391-1402 (2013) - [j7]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): 2275-2285 (2013) - [j6]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): 2192-2203 (2013) - [i14]Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux:
On sparsity averaging. CoRR abs/1307.1360 (2013) - [i13]Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux:
On the computation of directional scale-discretized wavelet transforms on the sphere. CoRR abs/1308.5706 (2013) - [i12]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection. CoRR abs/1312.2457 (2013) - [i11]Mike E. Davies, Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting. CoRR abs/1312.2465 (2013) - 2012
- [j5]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: 6 (2012) - [j4]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): 586-598 (2012) - [i10]Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux:
Spread spectrum magnetic resonance imaging. CoRR abs/1203.2205 (2012) - [i9]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 abs/1205.1013 (2012) - [i8]Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux:
Sparsity Averaging for Compressive Imaging. CoRR abs/1208.2330 (2012) - [i7]Boris Leistedt, Jason D. McEwen, Pierre Vandergheynst, Yves Wiaux:
S2LET: A code to perform fast wavelet analysis on the sphere. CoRR abs/1211.1680 (2012) - 2011
- [j3]Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
On Variable Density Compressive Sampling. IEEE Signal Process. Lett. 18(10): 595-598 (2011) - [j2]Jason D. McEwen, Yves Wiaux:
A Novel Sampling Theorem on the Sphere. IEEE Trans. Signal Process. 59(12): 5876-5887 (2011) - [c3]Jason D. McEwen, Yves Wiaux:
Compressed sensing for radio interferometric imaging: Review and future direction. ICIP 2011: 1313-1316 - [i6]Gilles Puy, Pierre Vandergheynst, Yves Wiaux:
On Variable Density Compressive Sampling. CoRR abs/1109.6202 (2011) - [i5]Gilles Puy, Pierre Vandergheynst, Rémi Gribonval, Yves Wiaux:
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques. CoRR abs/1110.5870 (2011) - [i4]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 abs/1110.6296 (2011) - [i3]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 abs/1110.6297 (2011) - [i2]Jason D. McEwen, Yves Wiaux:
A novel sampling theorem on the sphere. CoRR abs/1110.6298 (2011) - 2010
- [c2]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: 2802-2805 - [c1]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: 756-759
2000 – 2009
- 2009
- [i1]Yves Wiaux, Gilles Puy, Yannick Boursier, Pierre Vandergheynst:
Spread spectrum for imaging techniques in radio interferometry. CoRR abs/0907.0944 (2009) - 2007
- [j1]Yves Wiaux, Laurent Jacques, Pierre Vandergheynst:
Fast spin ±2 spherical harmonics transforms and application in cosmology. J. Comput. Phys. 226(2): 2359-2371 (2007)
Coauthor Index
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