| DAGAN: deep de-aliasing generative adversarial networks for fast compressed sensing MRI reconstruction G Yang, S Yu, H Dong, G Slabaugh, PL Dragotti, X Ye, F Liu, S Arridge, ... IEEE transactions on medical imaging 37 (6), 1310-1321, 2017 | 1266 | 2017 |
| Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets Strang–Fix PL Dragotti, M Vetterli, T Blu IEEE Transactions on signal processing 55 (5), 1741-1757, 2007 | 554 | 2007 |
| Sparse sampling of signal innovations T Blu, PL Dragotti, M Vetterli, P Marziliano, L Coulot IEEE Signal Processing Magazine 25 (2), 31-40, 2008 | 550 | 2008 |
| Directionlets: anisotropic multidirectional representation with separable filtering V Velisavljevic, B Beferull-Lozano, M Vetterli, PL Dragotti IEEE Transactions on Image Processing 15 (7), 1916-1933, 2006 | 423 | 2006 |
| Compression of multispectral images by three-dimensional SPIHT algorithm PL Dragotti, G Poggi, ARP Ragozini IEEE Transactions on Geoscience and Remote Sensing 38 (1), 416-428, 2000 | 419 | 2000 |
| Neural heterogeneity promotes robust learning N Perez-Nieves, VCH Leung, PL Dragotti, DFM Goodman Nature communications 12 (1), 5791, 2021 | 343 | 2021 |
| The distributed karhunen–loeve transform M Gastpar, PL Dragotti, M Vetterli IEEE Transactions on Information Theory 52 (12), 5177-5196, 2006 | 291 | 2006 |
| Deep convolutional neural network for multi-modal image restoration and fusion X Deng, PL Dragotti IEEE transactions on pattern analysis and machine intelligence 43 (10), 3333 …, 2020 | 286 | 2020 |
| Rate-distortion optimized tree-structured compression algorithms for piecewise polynomial images R Shukla, PL Dragotti, MN Do, M Vetterli IEEE transactions on image processing 14 (3), 343-359, 2005 | 222 | 2005 |
| Wavelet footprints: theory, algorithms, and applications PL Dragotti, M Vetterli IEEE Transactions on Signal Processing 51 (5), 1306-1323, 2003 | 194 | 2003 |
| Filter bank frame expansions with erasures J Kovacevic, PL Dragotti, VK Goyal IEEE Transactions on Information Theory 48 (6), 1439-1450, 2002 | 191 | 2002 |
| Generative joint source-channel coding for semantic image transmission E Erdemir, TY Tung, PL Dragotti, D Gündüz IEEE Journal on Selected Areas in Communications 41 (8), 2645-2657, 2023 | 168 | 2023 |
| AI-based reconstruction for fast MRI—A systematic review and meta-analysis Y Chen, CB Schönlieb, P Liò, T Leiner, PL Dragotti, G Wang, D Rueckert, ... Proceedings of the IEEE 110 (2), 224-245, 2022 | 160 | 2022 |
| Distributed source coding: theory, algorithms and applications PL Dragotti, M Gastpar Academic Press, 2009 | 156 | 2009 |
| WINNet: Wavelet-inspired invertible network for image denoising JJ Huang, PL Dragotti IEEE Transactions on Image Processing 31, 4377-4392, 2022 | 146 | 2022 |
| FRI sampling with arbitrary kernels JA Urigüen, T Blu, PL Dragotti IEEE Transactions on Signal Processing 61 (21), 5310-5323, 2013 | 138 | 2013 |
| Exact feature extraction using finite rate of innovation principles with an application to image super-resolution L Baboulaz, PL Dragotti IEEE Transactions on Image Processing 18 (2), 281-298, 2009 | 125 | 2009 |
| A finite rate of innovation algorithm for fast and accurate spike detection from two-photon calcium imaging J Onativia, SR Schultz, PL Dragotti Journal of neural engineering 10 (4), 046017, 2013 | 122 | 2013 |
| An image recapture detection algorithm based on learning dictionaries of edge profiles T Thongkamwitoon, H Muammar, PL Dragotti IEEE transactions on information forensics and security 10 (5), 953-968, 2015 | 113 | 2015 |
| Wavelet domain style transfer for an effective perception-distortion tradeoff in single image super-resolution X Deng, R Yang, M Xu, PL Dragotti Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 108 | 2019 |
martin vetterliProfessor of computer and communication science, Ecole Polytechnique Federale LausanneVerified email at epfl.ch
