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Julien Fageot
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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
1052017
Biomedical Texture Operators and Aggregation Functions: A Methodological Review and User's Guide
A Depeursinge, J Fageot
Biomedical Texture Analysis, 55-94, 2017
67*2017
Representer Theorems for Sparsity-Promoting Regularization
M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
472016
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
382018
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
312014
On the Besov Regularity of Periodic Lévy Noises
J Fageot, M Unser, JP Ward
Applied and Computational Harmonic Analysis 42 (1), 21-36, 2017
292017
Multidimensional Lévy White Noise in Weighted Besov Spaces
J Fageot, A Fallah, M Unser
Stochastic Processes and their Applications 127 (5), 1599-1621, 2017
282017
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
242019
Hermite Snakes with Control of Tangents
V Uhlmann, J Fageot, M Unser
IEEE Transactions on Image Processing 25 (6), 2803-2816, 2016
242016
Wavelet Analysis of the Besov Regularity of Lévy White Noises
S Aziznejad, J Fageot
Electronic Journal of Probability 25 (158), 38, 2020
232020
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
21*2022
TV-based Reconstruction of Periodic Functions
J Fageot, M Simeoni
Inverse Problems 36, 115015, 2020
202020
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
192019
Wavelet Statistics of Sparse and Self-similar Images
J Fageot, E Bostan, M Unser
SIAM Journal on Imaging Sciences 8 (4), 2951-2975, 2015
182015
The Domain of Definition of the Lévy White Noise
J Fageot, T Humeau
Stochastic Processes and their Applications 135, 75-132, 2021
17*2021
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
162018
Native Banach Spaces for Splines and Variational Inverse Problems
M Unser, J Fageot
arXiv preprint arXiv:1904.10818, 2019
152019
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
152018
Scaling Limits of Solutions of Linear Stochastic Differential Equations driven by Lévy White Noises
J Fageot, M Unser
Journal of Theoretical Probability 32 (3), 1166-1189, 2019
13*2019
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
132017
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