Alessandro Benfenati

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Multispectral Imaging

Confocal Microscopy

Top Venues

J. Math. Imaging Vis.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Pasquale Cascarano, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu
Constrained Regularization by Denoising With Automatic Parameter Selection. IEEE Signal Process. Lett. 31 (2024)
Alessandro Benfenati, Pasquale Cascarano
Constrained Plug-and-Play Priors for Image Restoration. J. Imaging 10 (2) (2024)
Alessandro Benfenati, Paola Causin, Martina Quinteri
A Modular Deep Learning-based Approach for Diffuse Optical Tomography Reconstruction. CoRR (2024)
Alessandro Benfenati, Alessio Marta
-dimensional Classes. CoRR (2024)
Alessandro Benfenati, Émilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi
Majorization-Minimization for sparse SVMs. CoRR (2023)
Alessandro Benfenati, Alessio Marta
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations. Neural Networks 158 (2023)
Alessandro Benfenati, Alessio Marta
A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes. Neural Networks 158 (2023)
Alessandro Benfenati, Ambra Catozzi, Giorgia Franchini, Federica Porta
Piece-wise Constant Image Segmentation with a Deep Image Prior Approach. SSVM (2023)
Alessandro Benfenati
upU-Net Approaches for Background Emission Removal in Fluorescence Microscopy. J. Imaging 8 (5) (2022)
Alessandro Benfenati, Alessio Marta
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations. CoRR (2022)
Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi
A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation. J. Imaging 7 (12) (2021)
Alessandro Benfenati, Giuseppe Bisazza, Paola Causin
A Learned SVD approach for Inverse Problem Regularization in Diffuse Optical Tomography. CoRR (2021)
Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi
A Semiautomatic Multi-Label Color Image Segmentation Coupling Dirichlet Problem and Colour Distances. J. Imaging 7 (10) (2021)
Alessandro Benfenati, Alessio Marta
A singular Riemannian geometry approach to Deep Neural Networks II. Reconstruction of 1-D equivalence classes. CoRR (2021)
Alessandro Benfenati, Davide Bolzi, Paola Causin, Roberto Oberti
A Deep Learning Generative Model Approach for Image Synthesis of Plant Leaves. CoRR (2021)
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) (2021)
Alessandro Benfenati, Paola Causin, Roberto Oberti, Giovanni Stefanello
Unsupervised deep learning techniques for powdery mildew recognition based on multispectral imaging. CoRR (2021)
Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet
Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation. Signal Process. 169 (2020)
Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot
Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. ISMM (2019)
Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet
A Nonconvex Variational Approach for Robust Graphical Lasso. ICASSP (2018)
Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero
Scaling Techniques for ε-Subgradient Methods. SIAM J. Optim. 26 (3) (2016)
Luca Zanni, Alessandro Benfenati, Mario Bertero, Valeria Ruggiero
Numerical Methods for Parameter Estimation in Poisson Data Inversion. J. Math. Imaging Vis. 52 (3) (2015)
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) (2015)
Alessandro Benfenati, Valeria Ruggiero
Inexact Bregman iteration for deconvolution of superimposed extended and point sources. Commun. Nonlinear Sci. Numer. Simul. 20 (3) (2015)
Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero
Primal-dual first order methods for total variation image restoration in presence of poisson noise. ICIP (2014)
Alessandro Benfenati, Vincenzo Coscia
Nonlinear microscale interactions in the kinetic theory of active particles. Appl. Math. Lett. 26 (10) (2013)