Julien Fageot

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Inverse Problems

Top Venues

IEEE Trans. Inf. Theory

SIAM J. Imaging Sci.

J. Comput. Appl. Math.

Publications

Julien Fageot, Sadegh Farhadkhani, Lê-Nguyên Hoang, Oscar Villemaud
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons. AAAI (2024)
Thomas Debarre, Quentin Denoyelle, Julien Fageot
TV-based spline reconstruction with Fourier measurements: Uniqueness and convergence of grid-based methods. J. Comput. Appl. Math. 422 (2023)
Julien Fageot, Alireza Fallah, Thibaut Horel
Entropic Compressibility of Lévy Processes. IEEE Trans. Inf. Theory 68 (8) (2022)
Shayan Aziznejad, Julien Fageot
The Wavelet Compressibility of Compound Poisson Processes. IEEE Trans. Inf. Theory 68 (4) (2022)
Virginie Uhlmann, Zsuzsanna Püspöki, Adrien Depeursinge, Michael Unser, Daniel Sage, Julien Fageot
Steer'n'Detect: fast 2D template detection with accurate orientation estimation. Bioinform. 38 (11) (2022)
Thomas Debarre, Quentin Denoyelle, Michael Unser, Julien Fageot
Sparsest piecewise-linear regression of one-dimensional data. J. Comput. Appl. Math. 406 (2022)
Valentin Oreiller, Julien Fageot, Vincent Andrearczyk, John O. Prior, Adrien Depeursinge
Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net. MIDL (2022)
Adrian Jarret, Julien Fageot, Matthieu Simeoni
A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO. IEEE Signal Process. Lett. 29 (2022)
Julien Fageot, Virginie Uhlmann, Zsuzsanna Püspöki, Benjamin Beck, Michael Unser, Adrien Depeursinge
Principled Design and Implementation of Steerable Detectors. IEEE Trans. Image Process. 30 (2021)
Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann
Support and approximation properties of Hermite splines. J. Comput. Appl. Math. 368 (2020)
Valentin Oreiller, Vincent Andrearczyk, Julien Fageot, John O. Prior, Adrien Depeursinge
3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis. CoRR (2020)
Shayan Aziznejad, Julien Fageot
Wavelet Compressibility of Compound Poisson Processes. CoRR (2020)
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
Local rotation invariance in 3D CNNs. Medical Image Anal. 65 (2020)
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
Local Rotation Invariance in 3D CNNs. CoRR (2020)
Anna Song, Virginie Uhlmann, Julien Fageot, Michael Unser
Dictionary Learning for Two-Dimensional Kendall Shapes. SIAM J. Imaging Sci. 13 (1) (2020)
Julien Fageot, Alireza Fallah, Thibaut Horel
Entropic Compressibility of Lévy Processes. CoRR (2020)
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge
Exploring local rotation invariance in 3D CNNs with steerable filters. MIDL (2019)
Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser
B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization. IEEE Trans. Inf. Theory 65 (7) (2019)
Zsuzsanna Püspöki, Julien Fageot, Arash Amini, John Paul Ward, Michael Unser
Angular Accuracy of Steerable Feature Detectors. SIAM J. Imaging Sci. 12 (1) (2019)
Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser
Solving Continuous-domain Problems Exactly with Multiresolution B-splines. ICASSP (2019)
Anais Badoual, Julien Fageot, Michael Unser
Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems. IEEE Trans. Signal Process. 66 (22) (2018)
Adrien Depeursinge, Julien Fageot, Vincent Andrearczyk, John Paul Ward, Michael Unser
Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features. MLMI@MICCAI (2018)
Harshit Gupta, Julien Fageot, Michael Unser
Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization. CoRR (2018)
Harshit Gupta, Julien Fageot, Michael Unser
Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization. IEEE Trans. Signal Process. 66 (17) (2018)
Zsuzsanna Püspöki, Arash Amini, Julien Fageot, John Paul Ward, Michael Unser
Angular Accuracy of Steerable Feature Detectors. CoRR (2017)
Julien Fageot, Virginie Uhlmann, Michael Unser
Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes. CoRR (2017)
Daniel Schmitter, Julien Fageot, Anais Badoual, Pablo García-Amorena, Michael Unser
Compactly-supported smooth interpolators for shape modeling with varying resolution. Graph. Model. 94 (2017)
Michael Unser, Julien Fageot, John Paul Ward
Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization. SIAM Rev. 59 (4) (2017)
Virginie Uhlmann, Julien Fageot, Michael Unser
Hermite Snakes With Control of Tangents. IEEE Trans. Image Process. 25 (6) (2016)
Michael Unser, Julien Fageot, Harshit Gupta
Regularization. IEEE Trans. Inf. Theory 62 (9) (2016)
Julien Fageot, Emrah Bostan, Michael Unser
Wavelet Statistics of Sparse and Self-Similar Images. SIAM J. Imaging Sci. 8 (4) (2015)
Julien Fageot, Emrah Bostan, Michael Unser
Statistics of wavelet coefficients for sparse self-similar images. ICIP (2014)