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
125 2017 Biomedical Texture Operators and Aggregation Functions: A Methodological Review and User's Guide A Depeursinge, J Fageot
Biomedical Texture Analysis, 55-94, 2017
87 * 2017 Representer Theorems for Sparsity-Promoting M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
67 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
52 2018 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
35 * 2022 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
35 2014 Multidimensional Lévy White Noise in Weighted Besov Spaces J Fageot, A Fallah, M Unser
Stochastic Processes and their Applications 127 (5), 1599-1621, 2017
33 2017 On the Besov Regularity of Periodic Lévy Noises J Fageot, M Unser, JP Ward
Applied and Computational Harmonic Analysis 42 (1), 21-36, 2017
32 2017 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
31 2019 Hermite Snakes with Control of Tangents V Uhlmann, J Fageot, M Unser
IEEE Transactions on Image Processing 25 (6), 2803-2816, 2016
29 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
28 2019 Local Rotation Invariance in 3D CNNs V Andrearczyk, J Fageot, V Oreiller, X Montet, A Depeursinge
Medical Image Analysis 65, 101756, 2020
24 2020 Wavelet Analysis of the Besov Regularity of Lévy White Noises S Aziznejad, J Fageot
Electronic Journal of Probability 25 (158), 38, 2020
23 2020 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
23 2017 The Domain of Definition of the Lévy White Noise J Fageot, T Humeau
Stochastic Processes and their Applications 135, 75-132, 2021
22 * 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 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 Support and Approximation Properties of Hermite Splines J Fageot, S Aziznejad, M Unser, V Uhlmann
Journal of Computational and Applied Mathematics 368, 112503, 2020
17 2020 Native Banach Spaces for Splines and Variational Inverse Problems M Unser, J Fageot
arXiv preprint arXiv:1904.10818, 2019
16 2019 
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandEmail verificata su epfl.ch
