Andrea Sebastiani

According to our database, Andrea Sebastiani authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

A variable metric proximal stochastic gradient method: An application to classification problems.

Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani

EURO J. Comput. Optim., 2024

Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging.

Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini

CoRR, 2024

2023

CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction.

Elena Loli Piccolomini, Marco Prato, Margherita Scipione, Andrea Sebastiani

Algorithms, June, 2023

Bilevel learning of regularization models and their discretization for image deblurring and super-resolution.

Tatiana A. Bubba, Luca Calatroni, Ambra Catozzi, Serena Crisci, Thomas Pock, Monica Pragliola, Siiri Rautio, Danilo Riccio, Andrea Sebastiani

CoRR, 2023

Constrained and unconstrained deep image prior optimization models with automatic regularization.

Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani

Comput. Optim. Appl., 2023

2022

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy.

Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli

Bioinform., 2022

Plug-and-Play gradient-based denoisers applied to CT image enhancement.

Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani

Appl. Math. Comput., 2022

2021

Plug-and-Play external and internal priors for image restoration.

Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani

CoRR, 2021

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM.

Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes, Giorgia Franchini, Federica Porta

Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

2020

ADMM-DIPTV: combining Total Variation and Deep Image Prior for image restoration.

Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes

CoRR, 2020