Követés
Andrea Sebastiani
Andrea Sebastiani
E-mail megerősítve itt: unibo.it
Cím
Hivatkozott rá
Hivatkozott rá
Év
Combining weighted total variation and deep image prior for natural and medical image restoration via ADMM
P Cascarano, A Sebastiani, MC Comes, G Franchini, F Porta
2021 21st International Conference on Computational Science and Its …, 2021
50*2021
Plug-and-Play gradient-based denoisers applied to CT image enhancement
P Cascarano, EL Piccolomini, E Morotti, A Sebastiani
Applied Mathematics and Computation 422, 126967, 2022
202022
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy
P Cascarano, MC Comes, A Sebastiani, A Mencattini, E Loli Piccolomini, ...
Bioinformatics 38 (5), 1411-1419, 2022
102022
Constrained and unconstrained deep image prior optimization models with automatic regularization
P Cascarano, G Franchini, E Kobler, F Porta, A Sebastiani
Computational Optimization and Applications 84 (1), 125-149, 2023
92023
On the First-Order Optimization Methods in Deep Image Prior
P Cascarano, G Franchini, F Porta, A Sebastiani
Journal of Verification, Validation and Uncertainty Quantification 7 (4), 041002, 2022
72022
CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction
E Loli Piccolomini, M Prato, M Scipione, A Sebastiani
Algorithms 16 (6), 270, 2023
32023
Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging
E Morotti, D Evangelista, A Sebastiani, EL Piccolomini
arXiv preprint arXiv:2404.16900, 2024
2024
A variable metric proximal stochastic gradient method: An application to classification problems
P Cascarano, G Franchini, E Kobler, F Porta, A Sebastiani
EURO Journal on Computational Optimization 12, 100088, 2024
2024
Bilevel learning of regularization models and their discretization for image deblurring and super-resolution
TA Bubba, L Calatroni, A Catozzi, S Crisci, T Pock, M Pragliola, S Rautio, ...
arXiv preprint arXiv:2302.10056, 2023
2023
Solving discrepancy constrained Deep Image Prior with explicit and implicit regularization via ADMM
P Cascarano, G Franchini, F Porta, A Sebastiani
2021
DECOMPOSIZIONE CUR PER UNA MIGLIORE ANALISI DEI DATI
V SIMONCINI, A SEBASTIANI
2017
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