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ORCIDAlessandro Benfenati
Person information
- affiliation: University of Milan, Italy
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2020 – today
- 2024
[j14]Alessandro Benfenati
, Pasquale Cascarano:
Constrained Plug-and-Play Priors for Image Restoration. J. Imaging 10(2): 50 (2024)- [j13]Pasquale Cascarano, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu:
Constrained Regularization by Denoising With Automatic Parameter Selection. IEEE Signal Process. Lett. 31: 556-560 (2024) - [i8]Alessandro Benfenati, Paola Causin, Martina Quinteri:
A Modular Deep Learning-based Approach for Diffuse Optical Tomography Reconstruction. CoRR abs/2402.09277 (2024) - [i7]Alessandro Benfenati, Alessio Marta:
A singular Riemannian Geometry Approach to Deep Neural Networks III. Piecewise Differentiable Layers and Random Walks on n-dimensional Classes. CoRR abs/2404.06104 (2024) - 2023
- [j12]Alessandro Benfenati, Alessio Marta:
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations. Neural Networks 158: 331-343 (2023) - [j11]Alessandro Benfenati, Alessio Marta:
A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes. Neural Networks 158: 344-358 (2023) - [c4]Alessandro Benfenati, Ambra Catozzi, Giorgia Franchini, Federica Porta:
Piece-wise Constant Image Segmentation with a Deep Image Prior Approach. SSVM 2023: 352-362 - [i6]Alessandro Benfenati, Emilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi:
Majorization-Minimization for sparse SVMs. CoRR abs/2308.16858 (2023) - 2022
- [j10]Alessandro Benfenati:
upU-Net Approaches for Background Emission Removal in Fluorescence Microscopy. J. Imaging 8(5): 142 (2022) - [i5]Alessandro Benfenati, Alessio Marta:
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations. CoRR abs/2201.09656 (2022) - 2021
- [j9]Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi:
A Semiautomatic Multi-Label Color Image Segmentation Coupling Dirichlet Problem and Colour Distances. J. Imaging 7(10): 208 (2021) - [j8]Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi:
A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation. J. Imaging 7(12): 267 (2021) - [j7]Alessandro Benfenati, Francesco Bonacci, Tarik Bourouina, Hugues Talbot:
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising. J. Math. Imaging Vis. 63(1): 56-72 (2021) - [i4]Alessandro Benfenati, Davide Bolzi, Paola Causin, Roberto Oberti:
A Deep Learning Generative Model Approach for Image Synthesis of Plant Leaves. CoRR abs/2111.03388 (2021) - [i3]Alessandro Benfenati, Giuseppe Bisazza, Paola Causin:
A Learned SVD approach for Inverse Problem Regularization in Diffuse Optical Tomography. CoRR abs/2111.13401 (2021) - [i2]Alessandro Benfenati, Alessio Marta:
A singular Riemannian geometry approach to Deep Neural Networks II. Reconstruction of 1-D equivalence classes. CoRR abs/2112.10583 (2021) - [i1]Alessandro Benfenati, Paola Causin, Roberto Oberti, Giovanni Stefanello:
Unsupervised deep learning techniques for powdery mildew recognition based on multispectral imaging. CoRR abs/2112.11242 (2021) - 2020
- [j6]Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet:
Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation. Signal Process. 169: 107417 (2020)
2010 – 2019
- 2019
- [c3]Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot:
Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. ISMM 2019: 520-531 - 2018
- [c2]Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet:
A Nonconvex Variational Approach for Robust Graphical Lasso. ICASSP 2018: 3969-3973 - 2016
- [j5]Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero:
Scaling Techniques for ε-Subgradient Methods. SIAM J. Optim. 26(3): 1741-1772 (2016) - 2015
- [j4]Alessandro Benfenati, Valeria Ruggiero:
Inexact Bregman iteration for deconvolution of superimposed extended and point sources. Commun. Nonlinear Sci. Numer. Simul. 20(3): 882-896 (2015) - [j3]Alessandro Benfenati, Valeria Ruggiero:
Reprint of Inexact Bregman iteration for deconvolution of superimposed extended and point sources. Commun. Nonlinear Sci. Numer. Simul. 21(1-3): 210-224 (2015) - [j2]Luca Zanni, Alessandro Benfenati, Mario Bertero, Valeria Ruggiero:
Numerical Methods for Parameter Estimation in Poisson Data Inversion. J. Math. Imaging Vis. 52(3): 397-413 (2015) - 2014
- [c1]Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero:
Primal-dual first order methods for total variation image restoration in presence of poisson noise. ICIP 2014: 4156-4160 - 2013
- [j1]Alessandro Benfenati, Vincenzo Coscia:
Nonlinear microscale interactions in the kinetic theory of active particles. Appl. Math. Lett. 26(10): 979-983 (2013)
Coauthor Index
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