LOLI PICCOLOMINI, ELENA
LOLI PICCOLOMINI, ELENA
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di Ia fascia
Piccolomini, E. Loli; E. Piccolomini
A diffusion-based generative prior approach to sparse-view computed tomography
2026 Evangelista, D.; Cascarano, P.; Loli Piccolomini, E.
Adaptive Weighted Total Variation Boosted by Learning Techniques in Few-View Tomographic Imaging
2026 Morotti, E.; Evangelista, D.; Sebastiani, A.; Loli Piccolomini, E.
Blind Restoration of High-Resolution Ultrasound Video
2026 Chen, Chu; Cui, Kangning; Cascarano, Pasquale; Tang, Wei; Loli Piccolomini, Elena; Chan, Raymond H.
A Data-Dependent Regularization Method Based on the Graph Laplacian
2025 Bianchi, Davide; Evangelista, Davide; Aleotti, Stefano; Donatelli, Marco; Piccolomini, Elena Loli; Li, Wenbin
Deep Guess acceleration for explainable image reconstruction in sparse-view CT
2025 Loli Piccolomini, Elena; Evangelista, Davide; Morotti, Elena
Parallel Median Filter with Arbitrary Window Size and Image Depth
2025 Marzolla, Moreno; Ravaioli, Michele; Loli Piccolomini, Elena
Robust Non-convex Model-Based Approach for Deep Learning-Based Image Processing
2025 Morotti, Elena; Evangelista, Davide; Loli Piccolomini, Elena
TO BE OR NOT TO BE STABLE, THAT IS THE QUESTION: UNDERSTANDING NEURAL NETWORKS FOR INVERSE PROBLEMS
2025 Evangelista, D.; Piccolomini, E. L.; Morotti, E.; Nagy, J. G.
Comparative analysis of conventional and machine learning techniques for rainfall threshold evaluation under complex geological conditions
2024 Dal Seno, N.; Evangelista, D.; Piccolomini, E.; Berti, M.
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc
2024 Merizzi, Fabio; Saillard, Perrine; Acquier, Oceane; Morotti, Elena; Piccolomini, Elena Loli; Calatroni, Luca; Dessì, Rosa Maria
Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators
2023 Evangelista D.; Morotti E.; Piccolomini E.L.; Nagy J.
CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction
2023 Loli Piccolomini E.; Prato M.; Scipione M.; Sebastiani A.
Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet
2023 Bianchi, D.; Donatelli, M.; Evangelista, D.; Li, W.; Piccolomini, E. L.
RISING: A new framework for model-based few-view CT image reconstruction with deep learning
2023 Evangelista, D.; Morotti, E.; Loli Piccolomini, E.
A comparison of regularization models for few-view CT image reconstruction
2022 Loli Piccolomini E.
Constrained and Unconstrained Inverse Potts Modeling for Joint Image Super-Resolution and Segmentation
2022 Mylonopoulos, D; Cascarano, P; Calatroni, L; Piccolomini, EL
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy
2022 Cascarano, Pasquale; Comes, Maria Colomba; Sebastiani, Andrea; Mencattini, Arianna; Loli Piccolomini, Elena; Martinelli, Eugenio
Plug-and-Play gradient-based denoisers applied to CT image enhancement
2022 Pasquale Cascarano; Elena Loli Piccolomini; Elena Morotti; Andrea Sebastiani
Sparse Regularized CT Reconstruction: An Optimization Perspective
2022 Elena Morotti; Elena Loli Piccolomini
Sparse Regularized CT Reconstruction: An Optimization Perspective
2022 Morotti, E; Piccolomini, El
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A diffusion-based generative prior approach to sparse-view computed tomography | Evangelista, D.; Cascarano, P.; Loli Piccolomini, E. | 2026-01-01 | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS | - | 1.01 Articolo in rivista | - |
| Adaptive Weighted Total Variation Boosted by Learning Techniques in Few-View Tomographic Imaging | Morotti, E.; Evangelista, D.; Sebastiani, A.; Loli Piccolomini, E. | 2026-01-01 | JOURNAL OF SCIENTIFIC COMPUTING | - | 1.01 Articolo in rivista | unpaywall-bitstream--926266197.pdf |
| Blind Restoration of High-Resolution Ultrasound Video | Chen, Chu; Cui, Kangning; Cascarano, Pasquale; Tang, Wei; Loli Piccolomini, Elena; Chan, Raymond H. | 2026-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | MICCAI2025 (3).pdf |
| A Data-Dependent Regularization Method Based on the Graph Laplacian | Bianchi, Davide; Evangelista, Davide; Aleotti, Stefano; Donatelli, Marco; Piccolomini, Elena Loli...; Li, Wenbin | 2025-01-01 | SIAM JOURNAL ON SCIENTIFIC COMPUTING | - | 1.01 Articolo in rivista | graphlaplus-main.zip; graphLa (1).pdf |
| Deep Guess acceleration for explainable image reconstruction in sparse-view CT | Loli Piccolomini, Elena; Evangelista, Davide; Morotti, Elena | 2025-01-01 | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS | - | 1.01 Articolo in rivista | 1-s2.0-S0895611125000394-main.pdf |
| Parallel Median Filter with Arbitrary Window Size and Image Depth | Marzolla, Moreno; Ravaioli, Michele; Loli Piccolomini, Elena | 2025-01-01 | - | IEEE CPS | 4.01 Contributo in Atti di convegno | median-filter-short.pdf |
| Robust Non-convex Model-Based Approach for Deep Learning-Based Image Processing | Morotti, Elena; Evangelista, Davide; Loli Piccolomini, Elena | 2025-01-01 | - | Springer Nature Switzerland | 2.01 Capitolo / saggio in libro | paper255_morotti_final.pdf |
| TO BE OR NOT TO BE STABLE, THAT IS THE QUESTION: UNDERSTANDING NEURAL NETWORKS FOR INVERSE PROBLEMS | Evangelista, D.; Piccolomini, E. L.; Morotti, E.; Nagy, J. G. | 2025-01-01 | SIAM JOURNAL ON SCIENTIFIC COMPUTING | - | 1.01 Articolo in rivista | siam_sc25.pdf |
| Comparative analysis of conventional and machine learning techniques for rainfall threshold evaluation under complex geological conditions | Dal Seno, N.; Evangelista, D.; Piccolomini, E.; Berti, M. | 2024-01-01 | LANDSLIDES | - | 1.01 Articolo in rivista | unpaywall-bitstream--1073588179.pdf |
| Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc | Merizzi, Fabio; Saillard, Perrine; Acquier, Oceane; Morotti, Elena; Piccolomini, Elena Loli; Cala...troni, Luca; Dessì, Rosa Maria | 2024-01-01 | HERITAGE SCIENCE | - | 1.01 Articolo in rivista | s40494-023-01116-x.pdf |
| Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators | Evangelista D.; Morotti E.; Piccolomini E.L.; Nagy J. | 2023-01-01 | JOURNAL OF IMAGING | - | 1.01 Articolo in rivista | jimaging23.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 |
| Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet | Bianchi, D.; Donatelli, M.; Evangelista, D.; Li, W.; Piccolomini, E. L. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| RISING: A new framework for model-based few-view CT image reconstruction with deep learning | Evangelista, D.; Morotti, E.; Loli Piccolomini, E. | 2023-01-01 | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS | - | 1.01 Articolo in rivista | main - RISING.pdf |
| A comparison of regularization models for few-view CT image reconstruction | Loli Piccolomini E. | 2022-01-01 | ANNALI DELL'UNIVERSITÀ DI FERRARA. SEZIONE 7: SCIENZE MATEMATICHE | - | 1.01 Articolo in rivista | Annaliunife_2022.pdf |
| Constrained and Unconstrained Inverse Potts Modeling for Joint Image Super-Resolution and Segmentation | Mylonopoulos, D; Cascarano, P; Calatroni, L; Piccolomini, EL | 2022-01-01 | IMAGE PROCESSING ON LINE | - | 1.01 Articolo in rivista | IPOL_2022.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 |
| 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 |
| Sparse Regularized CT Reconstruction: An Optimization Perspective | Elena Morotti; Elena Loli Piccolomini | 2022-01-01 | - | Ke Chen | 2.01 Capitolo / saggio in libro | - |
| Sparse Regularized CT Reconstruction: An Optimization Perspective | Morotti, E; Piccolomini, El | 2022-01-01 | - | SPRINGER INTERNATIONAL PUBLISHING AG | 2.01 Capitolo / saggio in libro | - |