SEBASTIANI, ANDREA
SEBASTIANI, ANDREA
DIPARTIMENTO DI MATEMATICA
Dottorandi
Constrained and unconstrained deep image prior optimization models with automatic regularization
2023 Cascarano, Pasquale; Franchini, Giorgia; Kobler, Erich; Porta, Federica; Sebastiani, Andrea
CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction
2023 Loli Piccolomini E.; Prato M.; Scipione M.; Sebastiani A.
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy
2022 Cascarano, Pasquale; Comes, Maria Colomba; Sebastiani, Andrea; Mencattini, Arianna; Loli Piccolomini, Elena; Martinelli, Eugenio
On the First-Order Optimization Methods in Deep Image Prior
2022 Cascarano, Pasquale; Franchini, Giorgia; Porta, Federica; Sebastiani, Andrea
Plug-and-Play gradient-based denoisers applied to CT image enhancement
2022 Pasquale Cascarano; Elena Loli Piccolomini; Elena Morotti; Andrea Sebastiani
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM
2021 Cascarano, Pasquale; Sebastiani, Andrea; Comes, Maria Colomba; Franchini, Giorgia; Porta, Federica
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Constrained and unconstrained deep image prior optimization models with automatic regularization | Cascarano, Pasquale; Franchini, Giorgia; Kobler, Erich; Porta, Federica; Sebastiani, Andrea | 2023-01-01 | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS | - | 1.01 Articolo in rivista | cDIP_COAP_paper_review.pdf |
| CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction | Loli Piccolomini E.; Prato M.; Scipione M.; Sebastiani A. | 2023-01-01 | ALGORITHMS | - | 1.01 Articolo in rivista | algorithms_2023.pdf |
| DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy | Cascarano, Pasquale; Comes, Maria Colomba; Sebastiani, Andrea; Mencattini, Arianna; Loli Piccolom...ini, Elena; Martinelli, Eugenio | 2022-01-01 | BIOINFORMATICS | - | 1.01 Articolo in rivista | DeepCEL0.pdf |
| On the First-Order Optimization Methods in Deep Image Prior | Cascarano, Pasquale; Franchini, Giorgia; Porta, Federica; Sebastiani, Andrea | 2022-01-01 | JOURNAL OF VERIFICATION, VALIDATION AND UNCERTAINTY QUANTIFICATION | - | 1.01 Articolo in rivista | - |
| Plug-and-Play gradient-based denoisers applied to CT image enhancement | Pasquale Cascarano; Elena Loli Piccolomini; Elena Morotti; Andrea Sebastiani | 2022-01-01 | APPLIED MATHEMATICS AND COMPUTATION | - | 1.01 Articolo in rivista | CMIG_PnP_revisione.pdf |
| Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM | Cascarano, Pasquale; Sebastiani, Andrea; Comes, Maria Colomba; Franchini, Giorgia; Porta, Federica | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |