Alessandro Benfenati

According to our database, Alessandro Benfenati authored at least 23 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Constrained Plug-and-Play Priors for Image Restoration.

Alessandro Benfenati, Pasquale Cascarano

J. Imaging, February, 2024

Constrained Regularization by Denoising With Automatic Parameter Selection.

Pasquale Cascarano, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu

IEEE Signal Process. Lett., 2024

A Modular Deep Learning-based Approach for Diffuse Optical Tomography Reconstruction.

Alessandro Benfenati, Paola Causin, Martina Quinteri

CoRR, 2024

2023

A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes.

Alessandro Benfenati, Alessio Marta

Neural Networks, January, 2023

A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations.

Alessandro Benfenati, Alessio Marta

Neural Networks, January, 2023

Majorization-Minimization for sparse SVMs.

Alessandro Benfenati, Émilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi

CoRR, 2023

Piece-wise Constant Image Segmentation with a Deep Image Prior Approach.

Alessandro Benfenati, Ambra Catozzi, Giorgia Franchini, Federica Porta

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

2022

upU-Net Approaches for Background Emission Removal in Fluorescence Microscopy.

Alessandro Benfenati

J. Imaging, 2022

2021

Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising.

Alessandro Benfenati, Francesco Bonacci, Tarik Bourouina, Hugues Talbot

J. Math. Imaging Vis., 2021

A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation.

Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi

J. Imaging, 2021

A Semiautomatic Multi-Label Color Image Segmentation Coupling Dirichlet Problem and Colour Distances.

Giacomo Aletti, Alessandro Benfenati, Giovanni Naldi

J. Imaging, 2021

Unsupervised deep learning techniques for powdery mildew recognition based on multispectral imaging.

Alessandro Benfenati, Paola Causin, Roberto Oberti, Giovanni Stefanello

CoRR, 2021

A Learned SVD approach for Inverse Problem Regularization in Diffuse Optical Tomography.

Alessandro Benfenati, Giuseppe Bisazza, Paola Causin

CoRR, 2021

A Deep Learning Generative Model Approach for Image Synthesis of Plant Leaves.

Alessandro Benfenati, Davide Bolzi, Paola Causin, Roberto Oberti

CoRR, 2021

2020

Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation.

Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet

Signal Process., 2020

2019

Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy.

Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

2018

A Nonconvex Variational Approach for Robust Graphical Lasso.

Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Scaling Techniques for ε-Subgradient Methods.

Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero

SIAM J. Optim., 2016

2015

Numerical Methods for Parameter Estimation in Poisson Data Inversion.

Luca Zanni, Alessandro Benfenati, Mario Bertero, Valeria Ruggiero

J. Math. Imaging Vis., 2015

Reprint of Inexact Bregman iteration for deconvolution of superimposed extended and point sources.

Alessandro Benfenati, Valeria Ruggiero

Commun. Nonlinear Sci. Numer. Simul., 2015

Inexact Bregman iteration for deconvolution of superimposed extended and point sources.

Alessandro Benfenati, Valeria Ruggiero

Commun. Nonlinear Sci. Numer. Simul., 2015

2014

Primal-dual first order methods for total variation image restoration in presence of poisson noise.

Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Nonlinear microscale interactions in the kinetic theory of active particles.

Alessandro Benfenati, Vincenzo Coscia

Appl. Math. Lett., 2013