| Splines are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization M Unser, J Fageot, JP Ward SIAM Review 59 (4), 769-793, 2017 | 108 | 2017 |
| Biomedical Texture Operators and Aggregation Functions: A Methodological Review and User's Guide A Depeursinge, J Fageot Biomedical Texture Analysis, 55-94, 2017 | 72* | 2017 |
| Representer Theorems for Sparsity-Promoting Regularization M Unser, J Fageot, H Gupta IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016 | 55 | 2016 |
| Continuous-domain Solutions of Linear Inverse Problems with Tikhonov versus Generalized TV Regularization H Gupta, J Fageot, M Unser IEEE Transactions on Signal Processing 66 (17), 4670-4684, 2018 | 45 | 2018 |
| On the Continuity of Characteristic Functionals and Sparse Stochastic Modeling J Fageot, A Amini, M Unser Journal of Fourier Analysis and Applications 60 (3), 1179-1211, 2014 | 32 | 2014 |
| On the Besov Regularity of Periodic Lévy Noises J Fageot, M Unser, JP Ward Applied and Computational Harmonic Analysis 42 (1), 21-36, 2017 | 30 | 2017 |
| Multidimensional Lévy White Noise in Weighted Besov Spaces J Fageot, A Fallah, M Unser Stochastic Processes and their Applications 127 (5), 1599-1621, 2017 | 29 | 2017 |
| Sparsest piecewise-linear regression of one-dimensional data T Debarre, Q Denoyelle, M Unser, J Fageot Journal of Computational and Applied Mathematics 406, 114044, 2022 | 27* | 2022 |
| B-spline-based Exact Discretization of Continuous-domain Inverse Problems with Generalized TV Regularization T Debarre, J Fageot, H Gupta, M Unser IEEE Transactions on Information Theory 65 (7), 4457-4470, 2019 | 27 | 2019 |
| Hermite Snakes with Control of Tangents V Uhlmann, J Fageot, M Unser IEEE Transactions on Image Processing 25 (6), 2803-2816, 2016 | 25 | 2016 |
| Exploring Local Rotation Invariance in 3D CNNs with Steerable Filters V Andrearczyk, J Fageot, V Oreiller, X Montet, A Depeursinge International Conference on Medical Imaging with Deep Learning, 15-26, 2019 | 23 | 2019 |
| Wavelet Analysis of the Besov Regularity of Lévy White Noises S Aziznejad, J Fageot Electronic Journal of Probability 25 (158), 38, 2020 | 21 | 2020 |
| The Domain of Definition of the Lévy White Noise J Fageot, T Humeau Stochastic Processes and their Applications 135, 75-132, 2021 | 19* | 2021 |
| TV-based Reconstruction of Periodic Functions J Fageot, M Simeoni Inverse Problems 36, 115015, 2020 | 18 | 2020 |
| Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features A Depeursinge, J Fageot, V Andrearczyk, JP Ward, M Unser International Workshop on Machine Learning in Medical Imaging, 107-115, 2018 | 18 | 2018 |
| Fundamentals of Texture Processing for Biomedical Image Analysis: A General Definition and Problem Formulation A Depeursinge, J Fageot, OS Al-Kadi Biomedical Texture Analysis, 1-27, 2017 | 18 | 2017 |
| Wavelet Statistics of Sparse and Self-similar Images J Fageot, E Bostan, M Unser SIAM Journal on Imaging Sciences 8 (4), 2951-2975, 2015 | 18 | 2015 |
| Local Rotation Invariance in 3D CNNs V Andrearczyk, J Fageot, V Oreiller, X Montet, A Depeursinge Medical Image Analysis 65, 101756, 2020 | 17 | 2020 |
| Periodic splines and Gaussian processes for the resolution of linear inverse problems A Badoual, J Fageot, M Unser IEEE Transactions on Signal Processing 66 (22), 6047-6061, 2018 | 15 | 2018 |
| Native Banach Spaces for Splines and Variational Inverse Problems M Unser, J Fageot arXiv preprint arXiv:1904.10818, 2019 | 14 | 2019 |
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
