| Non-local color image denoising with convolutional neural networks S Lefkimmiatis Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 427 | 2017 |
| Universal denoising networks: a novel CNN architecture for image denoising S Lefkimmiatis Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 349 | 2018 |
| Hessian-based norm regularization for image restoration with biomedical applications S Lefkimmiatis, A Bourquard, M Unser IEEE Transactions on Image Processing 21 (3), 983-995, 2011 | 258 | 2011 |
| Hessian Schatten-norm regularization for linear inverse problems S Lefkimmiatis, JP Ward, M Unser IEEE transactions on image processing 22 (5), 1873-1888, 2013 | 219 | 2013 |
| Structure tensor total variation S Lefkimmiatis, A Roussos, P Maragos, M Unser SIAM Journal on Imaging Sciences 8 (2), 1090-1122, 2015 | 146 | 2015 |
| Deep image demosaicking using a cascade of convolutional residual denoising networks F Kokkinos, S Lefkimmiatis Proceedings of the European conference on computer vision (ECCV), 303-319, 2018 | 145 | 2018 |
| Iterative Joint Image Demosaicking and Denoising using a Residual Denoising Network F Kokkinos, S Lefkimmiatis IEEE Transactions on Image Processing, 2019 | 126 | 2019 |
| Poisson image reconstruction with Hessian Schatten-norm regularization S Lefkimmiatis, M Unser IEEE transactions on image processing 22 (11), 4314-4327, 2013 | 104 | 2013 |
| Bayesian inference on multiscale models for Poisson intensity estimation: Applications to photon-limited image denoising S Lefkimmiatis, P Maragos, G Papandreou IEEE Transactions on Image Processing 18 (8), 1724-1741, 2009 | 95 | 2009 |
| A generalized estimation approach for linear and nonlinear microphone array post-filters S Lefkimmiatis, P Maragos Speech communication 49 (7-8), 657-666, 2007 | 62 | 2007 |
| Nonlocal structure tensor functionals for image regularization S Lefkimmiatis, S Osher IEEE Transactions on Computational Imaging 1 (1), 16-29, 2015 | 58 | 2015 |
| Convex generalizations of total variation based on the structure tensor with applications to inverse problems S Lefkimmiatis, A Roussos, M Unser, P Maragos International Conference on Scale Space and Variational Methods in Computer …, 2013 | 57 | 2013 |
| Microscopy image restoration with deep wiener-kolmogorov filters V Pronina, F Kokkinos, DV Dylov, S Lefkimmiatis Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 37 | 2020 |
| Iterative residual cnns for burst photography applications F Kokkinos, S Lefkimmiatis Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 35 | 2019 |
| An optimum microphone array post-filter for speech applications. S Lefkimmiatis, D Dimitriadis, P Maragos Interspeech, 2006 | 34 | 2006 |
| Optimum post-filter estimation for noise reduction in multichannel speech processing S Leukimmiatis, P Maragos 2006 14th European Signal Processing Conference, 1-5, 2006 | 26 | 2006 |
| Improved computational efficiency of locally low rank MRI reconstruction using iterative random patch adjustments A Saucedo, S Lefkimmiatis, N Rangwala, K Sung IEEE transactions on medical imaging 36 (6), 1209-1220, 2017 | 23 | 2017 |
| Improved variational denoising of flow fields with application to phase-contrast MRI data E Bostan, S Lefkimmiatis, O Vardoulis, N Stergiopulos, M Unser IEEE Signal Processing Letters 22 (6), 762-766, 2014 | 19 | 2014 |
| Hessian-based regularization for 3-D microscopy image restoration S Lefkimmiatis, A Bourquard, M Unser 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1731-1734, 2012 | 16 | 2012 |
| A PROJECTED GRADIENT ALGORITHM FOR IMAGE RESTORATION UNDER HESSIAN MATRIX NORM REGULARIZATION S Lefkimmiatis, M Unser International Conference in Image Processing (ICIP 2012), 2012 | 14 | 2012 |
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
