Elena Loli Piccolomini

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 28

Top Topics

Fluorescence Microscopy

Image Reconstruction

Top Venues

Numer. Algorithms

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)
Fabio Merizzi, Perrine Saillard, Oceane Acquier, Elena Morotti, Elena Loli Piccolomini, Luca Calatroni, Rosa Maria Dessì
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc. CoRR (2023)
Davide Bianchi, Davide Evangelista, Stefano Aleotti, Marco Donatelli, Elena Loli Piccolomini, Wenbin Li
A data-dependent regularization method based on the graph Laplacian. 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)
Davide Evangelista, Elena Morotti, Elena Loli Piccolomini, James G. Nagy
Ambiguity in solving imaging inverse problems with deep learning based operators. CoRR (2023)
Davide Evangelista, Elena Morotti, Elena Loli Piccolomini, James G. Nagy
Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators. J. Imaging 9 (7) (2023)
Davide Bianchi, Marco Donatelli, Davide Evangelista, Wenbin Li, Elena Loli Piccolomini
Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet. SSVM (2023)
Davide Evangelista, Elena Morotti, Elena Loli Piccolomini
RISING: A new framework for model-based few-view CT image reconstruction with deep learning. Comput. Medical Imaging Graph. 103 (2023)
Davide Evangelista, Elena Morotti, Elena Loli Piccolomini
RISING a new framework for few-view tomographic image reconstruction with deep learning. CoRR (2022)
Davide Evangelista, James G. Nagy, Elena Morotti, Elena Loli Piccolomini
To be or not to be stable, that is the question: understanding neural networks for inverse problems. CoRR (2022)
Dario Mylonopoulos, Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini
Constrained and Unconstrained Inverse Potts Modelling for Joint Image Super-Resolution and Segmentation. Image Process. Line 12 (2022)
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, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. 72 (2021)
Elena Loli Piccolomini, Elena Morotti
A Model-Based Optimization Framework for Iterative Digital Breast Tomosynthesis Image Reconstruction. J. Imaging 7 (2) (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, Luca Calatroni, Elena Loli Piccolomini
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation. IEEE Trans. Computational Imaging 7 (2021)
Elena Morotti, Davide Evangelista, Elena Loli Piccolomini
A Green Prospective for Learned Post-Processing in Sparse-View Tomographic Reconstruction. J. Imaging 7 (8) (2021)
Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini
A Survey on Variational Autoencoders from a Green AI Perspective. SN Comput. Sci. 2 (4) (2021)
Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini
A survey on Variational Autoencoders from a GreenAI perspective. CoRR (2021)
Pasquale Cascarano, Francesco Corsini, Stefano Gandolfi, Elena Loli Piccolomini, Emanuele Mandanici, Luca Tavasci, Fabiana Zama
Super-Resolution of Thermal Images Using an Automatic Total Variation Based Method. Remote. Sens. 12 (10) (2020)
Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini
On the inverse Potts functional for single-image super-resolution problems. CoRR (2020)
Elena Morotti, Elena Loli Piccolomini
Optimization methods for very accurate Digital Breast Tomosynthesis image reconstruction. CoRR (2020)
Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments. CoRR (2020)
Elena Loli Piccolomini, Stefano Gandolfi, Luca Poluzzi, Luca Tavasci, Pasquale Cascarano, Andrea Pascucci
Recurrent Neural Networks Applied to GNSS Time Series for Denoising and Prediction. TIME (2019)
Alessia Angeli, Elena Loli Piccolomini, Gustavo Marfia
Learning about Fashion exploiting the Big Multimedia Data. PIMRC (2018)
Damiana Lazzaro, Elena Loli Piccolomini, Fabiana Zama
A fast nonconvex Compressed Sensing algorithm for highly low-sampled MR images reconstruction. CoRR (2017)
Ke Chen, Elena Loli Piccolomini, Fabiana Zama
An automatic regularization parameter selection algorithm in the total variation model for image deblurring. Numer. Algorithms 67 (1) (2014)
Anastasia Cornelio, Elena Loli Piccolomini, James G. Nagy
Constrained numerical optimization methods for blind deconvolution. Numer. Algorithms 65 (1) (2014)
Germana Landi, Elena Loli Piccolomini
NPTool: a Matlab software for nonnegative image restoration with Newton projection methods. Numer. Algorithms 62 (3) (2013)
Germana Landi, Elena Loli Piccolomini
An improved Newton projection method for nonnegative deblurring of Poisson-corrupted images with Tikhonov regularization. Numer. Algorithms 60 (1) (2012)
Fabiana Zama, Elena Loli Piccolomini
A descent method for regularization of ill-posed problems. Optim. Methods Softw. 20 (4-5) (2005)
Germana Landi, Elena Loli Piccolomini
A total variation regularization strategy in dynamic MRI. Optim. Methods Softw. 20 (4-5) (2005)
Elena Loli Piccolomini, Valeria Ruggiero, Fabiana Zama
An Application of the Indirect Approximation Problem on Heterogeneous Computer Systems. PARCO (1995)
Elena Loli Piccolomini, Fabiana Zama
The Parallel LU Factorization and the Cray TJD Programming Paradigms. PARCO (1995)