BENFENATI, ALESSANDRO
BENFENATI, ALESSANDRO
Dipartimento di Scienze e Politiche Ambientali
Constrained Regularization by Denoising with Automatic Parameter Selection
2024 P. Cascarano, A. Benfenati, U.S. Kamilov, X. Xu
Constrained Plug-and-Play Priors for Image Restoration
2024 A. Benfenati, P. Cascarano
Majoration-Minimization for Sparse SVMs
2024 A. Benfenati, E. Chouzenoux, G. Franchini, S. Latva-Äijö, D. Narnhofer, J. Pesquet, S. J. Scott, M. Yousefi
Mathematical and numerical challenges in diffuse optical tomography inverse problems
2024 A. Aspri, A. Benfenati, P. Causin, C. Cavaterra, G. Naldi
Neural blind deconvolution with Poisson data
2023 A. Benfenati, A. Catozzi, V. Ruggiero
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations
2023 A. Benfenati, A. Marta
Unsupervised deep learning techniques for automatic detection of plant diseases: reducing the need of manual labelling of plant images
2023 A. Benfenati, P. Causin, R. Oberti, G. Stefanello
Exploring the environmental impact associated with the abandonment of the Mediterranean diet, and how to reduce it with alternative sustainable diets
2023 A. Cavaliere, E. De Marchi, E.N. Frola, A. Benfenati, G. Aletti, J. Bacenetti, A. Banterle
A singular Riemannian geometry approach to deep neural networks II. reconstruction of 1-D equivalence classes
2023 A. Benfenati, A. Marta
Piece-wise Constant Image Segmentation with a Deep Image Prior Approach
2023 A. Benfenati, A. Catozzi, G. Franchini, F. Porta
A deep learning generative model approach for image synthesis of plant leaves
2022 A. Benfenati, D. Bolzi, P. Causin, R. Oberti
A new nonlocal nonlinear diffusion equation: the one-dimensional case
2022 G. Aletti, A. Benfenati, G. Naldi
upU-Net Approaches for Background Emission Removal in Fluorescence Microscopy
2022 A. Benfenati
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 A. Benfenati, G. Borghi, L. Pareschi
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising
2021 A. Benfenati, F. Bonacci, T. Bourouina, H. Talbot
A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation
2021 G. Aletti, A. Benfenati, G. Naldi
A semiautomatic multi-label color image segmentation coupling Dirichlet problem and colour distances
2021 G. Aletti, A. Benfenati, G. Naldi
Graph, Spectra, Control and Epidemics: An Example with a SEIR Model
2021 G. Aletti, A. Benfenati, G. Naldi
Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation
2020 A. Benfenati, E. Chouzenoux, J.–. Pesquet
Regularization Techniques for Inverse Problem in DOT Applications
2020 A. Benfenati, P. Causin, M. Lupieri, G. Naldi