Andrea Sebastiani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Regularization Parameter

Blind Image Deconvolution

Degraded Images

Top Venues

ICCSA (Workshops)

Appl. Math. Comput.

Publications

Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini
Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging. CoRR (2024)
Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani
A variable metric proximal stochastic gradient method: An application to classification problems. EURO J. Comput. Optim. 12 (2024)
Tatiana A. Bubba, Luca Calatroni, Ambra Catozzi, Serena Crisci, Thomas Pock, Monica Pragliola, Siiri Rautio, Danilo Riccio, Andrea Sebastiani
Bilevel learning of regularization models and their discretization for image deblurring and super-resolution. CoRR (2023)
Elena Loli Piccolomini, Marco Prato, Margherita Scipione, Andrea Sebastiani
CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction. Algorithms 16 (6) (2023)
Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani
Constrained and unconstrained deep image prior optimization models with automatic regularization. Comput. Optim. Appl. 84 (1) (2023)
Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani
Plug-and-Play gradient-based denoisers applied to CT image enhancement. Appl. Math. Comput. 422 (2022)
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. 38 (5) (2022)
Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani
Plug-and-Play external and internal priors for image restoration. CoRR (2021)
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR (2021)
Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes, Giorgia Franchini, Federica Porta
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM. ICCSA (Workshops) (2021)
Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes
ADMM-DIPTV: combining Total Variation and Deep Image Prior for image restoration. CoRR (2020)