Elena Loli Piccolomini

49 papers B 1C 2Journal 41Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Diffusion-Based Generative Prior Approach to Sparse-view Computed Tomography. CoRR Davide Evangelista, Pasquale Cascarano, Elena Loli Piccolomini
2026	J	`jnl`	Adaptive Weighted Total Variation Boosted by Learning Techniques in Few-View Tomographic Imaging. J. Sci. Comput. Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini
2026	J	`jnl`	CLeAN: Continual Learning Adaptive Normalization in Dynamic Environments. CoRR Isabella Marasco, Davide Evangelista, Elena Loli Piccolomini, Michele Colajanni
2025	J	`jnl`	A Data-Dependent Regularization Method Based on the Graph Laplacian. SIAM J. Sci. Comput. Davide Bianchi, Davide Evangelista, Stefano Aleotti, Marco Donatelli, Elena Loli Piccolomini, Wenbin Li
2025	J	`jnl`	Adaptive Weighted Total Variation boosted by learning techniques in few-view tomographic imaging. CoRR Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini
2025	—	`conf`	Blind Restoration of High-Resolution Ultrasound Video. MICCAI (3) Chu Chen, Kangning Cui, Pasquale Cascarano, Wei Tang, Elena Loli Piccolomini, Raymond H. Chan
2025	J	`jnl`	Blind Restoration of High-Resolution Ultrasound Video. CoRR Chu Chen, Kangning Cui, Pasquale Cascarano, Wei Tang, Elena Loli Piccolomini, Raymond H. Chan
2025	J	`jnl`	Deep Guess acceleration for explainable image reconstruction in sparse-view CT. Comput. Medical Imaging Graph. Elena Loli Piccolomini, Davide Evangelista, Elena Morotti
2025	J	`jnl`	Frugality in second-order optimization: floating-point approximations for Newton's method. CoRR Giuseppe Carrino, Elena Loli Piccolomini, Elisa Riccietti, Theo Mary
2025	C	`conf`	Parallel Median Filter with Arbitrary Window Size and Image Depth. PDP Moreno Marzolla, Michele Ravaioli, Elena Loli Piccolomini
2025	J	`jnl`	To Be or Not to Be Stable, That Is the Question: Understanding Neural Networks for Inverse Problems. SIAM J. Sci. Comput. Davide Evangelista, Elena Loli Piccolomini, Elena Morotti, James G. Nagy
2024	J	`jnl`	Deep Guess acceleration for explainable image reconstruction in sparse-view CT. CoRR Elena Loli Piccolomini, Davide Evangelista, Elena Morotti
2024	J	`jnl`	Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging. CoRR Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini
2023	J	`jnl`	A data-dependent regularization method based on the graph Laplacian. CoRR Davide Bianchi, Davide Evangelista, Stefano Aleotti, Marco Donatelli, Elena Loli Piccolomini, Wenbin Li
2023	J	`jnl`	Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators. J. Imaging Davide Evangelista, Elena Morotti, Elena Loli Piccolomini, James G. Nagy
2023	J	`jnl`	Ambiguity in solving imaging inverse problems with deep learning based operators. CoRR Davide Evangelista, Elena Morotti, Elena Loli Piccolomini, James G. Nagy
2023	J	`jnl`	CTprintNet: An Accurate and Stable Deep Unfolding Approach for Few-View CT Reconstruction. Algorithms Elena Loli Piccolomini, Marco Prato, Margherita Scipione, Andrea Sebastiani
2023	J	`jnl`	Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc. CoRR Fabio Merizzi, Perrine Saillard, Oceane Acquier, Elena Morotti, Elena Loli Piccolomini, Luca Calatroni, Rosa Maria Dessì
2023	—	`conf`	Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet. SSVM Davide Bianchi, Marco Donatelli, Davide Evangelista, Wenbin Li, Elena Loli Piccolomini
2023	J	`jnl`	RISING: A new framework for model-based few-view CT image reconstruction with deep learning. Comput. Medical Imaging Graph. Davide Evangelista, Elena Morotti, Elena Loli Piccolomini
2023	—	`conf`	Robust Non-convex Model-Based Approach for Deep Learning-Based Image Processing. NUMTA (1) Elena Morotti, Davide Evangelista, Elena Loli Piccolomini
2022	J	`jnl`	Constrained and Unconstrained Inverse Potts Modelling for Joint Image Super-Resolution and Segmentation. Image Process. Line Dario Mylonopoulos, Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini
2022	J	`jnl`	DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
2022	J	`jnl`	Plug-and-Play gradient-based denoisers applied to CT image enhancement. Appl. Math. Comput. Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani
2022	J	`jnl`	RISING a new framework for few-view tomographic image reconstruction with deep learning. CoRR Davide Evangelista, Elena Morotti, Elena Loli Piccolomini
2022	J	`jnl`	To be or not to be stable, that is the question: understanding neural networks for inverse problems. CoRR Davide Evangelista, James G. Nagy, Elena Morotti, Elena Loli Piccolomini
2021	J	`jnl`	A Green Prospective for Learned Post-Processing in Sparse-View Tomographic Reconstruction. J. Imaging Elena Morotti, Davide Evangelista, Elena Loli Piccolomini
2021	J	`jnl`	A Model-Based Optimization Framework for Iterative Digital Breast Tomosynthesis Image Reconstruction. J. Imaging Elena Loli Piccolomini, Elena Morotti
2021	J	`jnl`	A Survey on Variational Autoencoders from a Green AI Perspective. SN Comput. Sci. Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini
2021	J	`jnl`	A survey on Variational Autoencoders from a GreenAI perspective. CoRR Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini
2021	J	`jnl`	DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
2021	J	`jnl`	Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation. IEEE Trans. Computational Imaging Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini
2021	J	`jnl`	Plug-and-Play external and internal priors for image restoration. CoRR Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani
2021	J	`jnl`	Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
2020	J	`jnl`	On the inverse Potts functional for single-image super-resolution problems. CoRR Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini
2020	J	`jnl`	Optimization methods for very accurate Digital Breast Tomosynthesis image reconstruction. CoRR Elena Morotti, Elena Loli Piccolomini
2020	J	`jnl`	Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments. CoRR Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
2020	J	`jnl`	Super-Resolution of Thermal Images Using an Automatic Total Variation Based Method. Remote. Sens. Pasquale Cascarano, Francesco Corsini, Stefano Gandolfi, Elena Loli Piccolomini, Emanuele Mandanici, Luca Tavasci, Fabiana Zama
2019	C	`conf`	Recurrent Neural Networks Applied to GNSS Time Series for Denoising and Prediction. TIME Elena Loli Piccolomini, Stefano Gandolfi, Luca Poluzzi, Luca Tavasci, Pasquale Cascarano, Andrea Pascucci
2018	B	`conf`	Learning about Fashion exploiting the Big Multimedia Data. PIMRC Alessia Angeli, Elena Loli Piccolomini, Gustavo Marfia
2017	J	`jnl`	A fast nonconvex Compressed Sensing algorithm for highly low-sampled MR images reconstruction. CoRR Damiana Lazzaro, Elena Loli Piccolomini, Fabiana Zama
2014	J	`jnl`	An automatic regularization parameter selection algorithm in the total variation model for image deblurring. Numer. Algorithms Ke Chen, Elena Loli Piccolomini, Fabiana Zama
2014	J	`jnl`	Constrained numerical optimization methods for blind deconvolution. Numer. Algorithms Anastasia Cornelio, Elena Loli Piccolomini, James G. Nagy
2013	J	`jnl`	NPTool: a Matlab software for nonnegative image restoration with Newton projection methods. Numer. Algorithms Germana Landi, Elena Loli Piccolomini
2012	J	`jnl`	An improved Newton projection method for nonnegative deblurring of Poisson-corrupted images with Tikhonov regularization. Numer. Algorithms Germana Landi, Elena Loli Piccolomini
2005	J	`jnl`	A descent method for regularization of ill-posed problems. Optim. Methods Softw. Fabiana Zama, Elena Loli Piccolomini
2005	J	`jnl`	A total variation regularization strategy in dynamic MRI. Optim. Methods Softw. Germana Landi, Elena Loli Piccolomini
1995	—	`conf`	An Application of the Indirect Approximation Problem on Heterogeneous Computer Systems. PARCO Elena Loli Piccolomini, Valeria Ruggiero, Fabiana Zama
1995	—	`conf`	The Parallel LU Factorization and the Cray TJD Programming Paradigms. PARCO Elena Loli Piccolomini, Fabiana Zama