| Compressed sensing imaging techniques for radio interferometry Y Wiaux, L Jacques, G Puy, AMM Scaife, P Vandergheynst Monthly Notices of the Royal Astronomical Society 395 (3), 1733-1742, 2009 | 239 | 2009 |
| Random sampling of bandlimited signals on graphs G Puy, N Tremblay, R Gribonval, P Vandergheynst Applied and Computational Harmonic Analysis 44 (2), 446-475, 2018 | 113 | 2018 |
| A compressed sensing framework for magnetic resonance fingerprinting M Davies, G Puy, P Vandergheynst, Y Wiaux Siam journal on imaging sciences 7 (4), 2623-2656, 2014 | 111 | 2014 |
| Compressive spectral clustering N Tremblay, G Puy, R Gribonval, P Vandergheynst International conference on machine learning, 1002-1011, 2016 | 94 | 2016 |
| On Variable Density Compressive Sampling G Puy, P Vandergheynst, Y Wiaux Signal Processing Letters, IEEE 18 (10), 595-598, 2011 | 93 | 2011 |
| Fast robust PCA on graphs N Shahid, N Perraudin, V Kalofolias, G Puy, P Vandergheynst IEEE Journal of Selected Topics in Signal Processing 10 (4), 740-756, 2016 | 88 | 2016 |
| Convex optimization approaches for blind sensor calibration using sparsity Ç Bilen, G Puy, R Gribonval, L Daudet IEEE Transactions on Signal Processing 62 (18), 4847-4856, 2014 | 88 | 2014 |
| Spread spectrum for imaging techniques in radio interferometry Y Wiaux, G Puy, Y Boursier, P Vandergheynst Monthly Notices of the Royal Astronomical Society 400 (2), 1029-1038, 2009 | 76 | 2009 |
| Spread spectrum magnetic resonance imaging G Puy, J Marques, R Gruetter, JP Thiran, D Van De IEEE transactions on medical imaging 31 (3), 586 - 598, 2012 | 72 | 2012 |
| Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques G Puy, P Vandergheynst, R Gribonval, Y Wiaux EURASIP Journal on Advances in Signal Processing, 2012 | 49 | 2012 |
| Compressed sensing reconstruction of a string signal from interferometric observations of the cosmic microwave background Y Wiaux, G Puy, P Vandergheynst Monthly Notices of the Royal Astronomical Society 402 (4), 2626-2636, 2010 | 36 | 2010 |
| Spread spectrum for compressed sensing techniques in magnetic resonance imaging Y Wiaux, G Puy, R Gruetter, JP Thiran, D Van De Ville, P Vandergheynst 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010 | 31 | 2010 |
| Accelerated spectral clustering using graph filtering of random signals N Tremblay, G Puy, P Borgnat, R Gribonval, P Vandergheynst 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 28 | 2016 |
| Recipes for stable linear embeddings from Hilbert spaces to R^m G Puy, M Davies, R Gribonval arXiv preprint arXiv:1509.06947, 2015 | 25* | 2015 |
| Sparse image reconstruction on the sphere: implications of a new sampling theorem JD McEwen, G Puy, JP Thiran, P Vandergheynst, D Van De Ville, Y Wiaux IEEE Transactions on image processing 22 (6), 2275-2285, 2013 | 22 | 2013 |
| Multidimensional Radial Self-Navigation with Compressed Sensing for Free-Breathing Coronary MRI G Bonanno, G Puy, Y Wiaux, RB van Heeswijk, D Piccini, M Stuber | 19* | 2013 |
| Unifying local and non-local signal processing with graph cnns G Puy, S Kitic, P Pérez Deep Learning on Irregular Domain 2017, 2017 | 18 | 2017 |
| Robust image reconstruction from multiview measurements G Puy, P Vandergheynst SIAM Journal on Imaging Sciences 7 (1), 128-156, 2014 | 17 | 2014 |
| Compressive pca for low-rank matrices on graphs N Shahid, N Perraudin, G Puy, P Vandergheynst IEEE transactions on Signal and Information Processing over Networks 3 (4 …, 2016 | 14* | 2016 |
| Hard thresholding with norm constraints A Kyrillidis, G Puy, V Cevher Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2012 | 13 | 2012 |
Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
