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
48 * 2021 Recursive deep prior video: a super resolution algorithm for time-lapse microscopy of organ-on-chip experiments P Cascarano, MC Comes, A Mencattini, MC Parrini, EL Piccolomini, ...
Medical Image Analysis 72, 102124, 2021
19 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
18 2022 Efficient P Cascarano, L Calatroni, EL Piccolomini
IEEE Transactions on Computational Imaging 7, 399-408, 2021
13 * 2021 Super-resolution of thermal images using an automatic total variation based method P Cascarano, F Corsini, S Gandolfi, EL Piccolomini, E Mandanici, ...
Remote Sensing 12 (10), 1642, 2020
13 2020 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
10 2022 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
8 2023 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
5 2022 Constrained and unconstrained inverse Potts modelling for joint image super-resolution and segmentation D Mylonopoulos, P Cascarano, L Calatroni, EL Piccolomini
Image Processing On Line 12, 92-110, 2022
5 2022 Recurrent neural networks applied to GNSS time series for denoising and prediction E Loli Piccolomini, S Gandolfi, L Poluzzi, L Tavasci, P Cascarano, ...
26th International Symposium on Temporal Representation and Reasoning (TIME …, 2019
5 2019 On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators P Cascarano, P Frosini, N Quercioli, A Saki
arXiv preprint arXiv:2103.02543, 2021
4 2021 Constrained Regularization by Denoising with Automatic Parameter Selection P Cascarano, A Benfenati, US Kamilov, X Xu
IEEE Signal Processing Letters, 2024
3 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, 100088, 2024
2024 Constrained Plug-and-Play Priors for Image Restoration A Benfenati, P Cascarano
Journal of Imaging 10 (2), 50, 2024
2024 Variational and learning models for image and time series inverse problems P Cascarano
alma, 2022
2022 Super-Risoluzione di immagini termiche: confronto fra algoritmi “single image” e “multiple images” P Cascarano, F Corsini, S Gandolfi, E Mandanici, E LOLI PICCOLOMINI, ...
ATTI CONFERENZA NAZIONALE ASITA, 221-222, 2019
2019 Reti Neurali Ricorsive applicate a sistemi di monitoraggio GNSS in tempo reale L Tavasci, P Cascarano, L Poluzzi, S Gandolfi
ASITA 2019, 995-1000, 2019
2019 Photogrammetry and 360◦ Virtual Tours: Differences, Relevance, and Future Possibilities I Calvi, E Stacchiotti, P Cascarano
WiXaRd: Towards a holistic distributed platform for multi-party and cross-reality WebXR experiences L Stacchio, G Vallasciani, G Augello, S Carradori, P Cascarano, G Marfia
Tecniche di Deep Learning per problemi di blind deconvolution EL Piccolomini, R Statuto, P Cascarano
Elena loli piccolominiProfessor of Numerical Analysis, University of BolognaEmail verificata su unibo.it
