Julien Fageot
Title
Cited by
Cited by
Year
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
732017
Biomedical Texture Operators and Aggregation Functions: A Methodological Review and User's Guide
A Depeursinge, J Fageot
Biomedical Texture Analysis, 55-94, 2017
37*2017
Representer Theorems for Sparsity-Promoting Regularization
M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
322016
On the Continuity of Characteristic Functionals and Sparse Stochastic Modeling
J Fageot, A Amini, M Unser
Journal of Fourier Analysis and Applications, 2014
272014
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
242018
Multidimensional LÚvy White Noise in Weighted Besov Spaces
J Fageot, A Fallah, M Unser
Stochastic Processes and their Applications 127 (5), 1599-1621, 2017
222017
On the Besov Regularity of Periodic LÚvy Noises
J Fageot, M Unser, JP Ward
Applied and Computational Harmonic Analysis 42 (1), 21-36, 2017
212017
Hermite Snakes with Control of Tangents
V Uhlmann, J Fageot, M Unser
IEEE Transactions on Image Processing 25 (6), 2803-2816, 2016
202016
Wavelet Analysis of the Besov Regularity of LÚvy White Noises
S Aziznejad, J Fageot
Electronic Journal of Probability 25 (158), 38, 2020
162020
Wavelet Statistics of Sparse and Self-similar Images
J Fageot, E Bostan, M Unser
SIAM Journal on Imaging Sciences 8 (4), 2951-2975, 2015
162015
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
142018
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
132019
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
122019
The Domain of Definition of the LÚvy White Noise
J Fageot, T Humeau
Stochastic Processes and their Applications 135, 75-132, 2021
11*2021
Scaling Limits of Solutions of Linear Stochastic Differential Equations driven by LÚvy White Noises
J Fageot, M Unser
Journal of Theoretical Probability 32 (3), 1166-1189, 2019
11*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
112017
The n-term Approximation of Periodic Generalized LÚvy Processes
J Fageot, M Unser, JP Ward
Journal of Theoretical Probability 33, 180-200, 2019
92019
Gaussian and Sparse Processes are Limits of Generalized Poisson Processes
J Fageot, V Uhlmann, M Unser
Applied and Computational Harmonic Analysis 48 (3), 1045-1065, 2020
82020
Native Banach Spaces for Splines and Variational Inverse Problems
M Unser, J Fageot
arXiv preprint arXiv:1904.10818, 2019
82019
MAP Estimators for Self-similar Sparse Stochastic Models
E Bostan, J Fageot, US Kamilov, M Unser
Proceeding of the 10th International Conference on Sampling Theory andá…, 2013
82013
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Articles 1–20