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E. Loli Piccolomini
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2020 – today
- 2024
- [i13]Elena Morotti, Davide Evangelista, Andrea Sebastiani, Elena Loli Piccolomini:
Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging. CoRR abs/2404.16900 (2024) - 2023
- [j38]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): 270 (2023) - [j37]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: 102156 (2023) - [j36]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): 133 (2023) - [c7]Davide Bianchi, Marco Donatelli, Davide Evangelista, Wenbin Li, Elena Loli Piccolomini:
Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet. SSVM 2023: 175-186 - [i12]Davide Evangelista, Elena Morotti, Elena Loli Piccolomini, James G. Nagy:
Ambiguity in solving imaging inverse problems with deep learning based operators. CoRR abs/2305.19774 (2023) - [i11]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 abs/2306.14209 (2023) - [i10]Davide Bianchi, Davide Evangelista, Stefano Aleotti, Marco Donatelli, Elena Loli Piccolomini, Wenbin Li:
A data-dependent regularization method based on the graph Laplacian. CoRR abs/2312.16936 (2023) - 2022
- [j35]Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani:
Plug-and-Play gradient-based denoisers applied to CT image enhancement. Appl. Math. Comput. 422: 126967 (2022) - [j34]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): 1411-1419 (2022) - [j33]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: 92-110 (2022) - [i9]Davide Evangelista, Elena Morotti, Elena Loli Piccolomini:
RISING a new framework for few-view tomographic image reconstruction with deep learning. CoRR abs/2201.09777 (2022) - [i8]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 abs/2211.13692 (2022) - 2021
- [j32]Elena Loli Piccolomini, Elena Morotti:
A Model-Based Optimization Framework for Iterative Digital Breast Tomosynthesis Image Reconstruction. J. Imaging 7(2): 36 (2021) - [j31]Elena Morotti, Davide Evangelista, Elena Loli Piccolomini:
A Green Prospective for Learned Post-Processing in Sparse-View Tomographic Reconstruction. J. Imaging 7(8): 139 (2021) - [j30]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: 102124 (2021) - [j29]Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini:
A Survey on Variational Autoencoders from a Green AI Perspective. SN Comput. Sci. 2(4): 301 (2021) - [j28]Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini:
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation. IEEE Trans. Computational Imaging 7: 399-408 (2021) - [i7]Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani:
Plug-and-Play external and internal priors for image restoration. CoRR abs/2102.07510 (2021) - [i6]Andrea Asperti, Davide Evangelista, Elena Loli Piccolomini:
A survey on Variational Autoencoders from a GreenAI perspective. CoRR abs/2103.01071 (2021) - [i5]Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli:
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR abs/2107.02281 (2021) - 2020
- [j27]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): 1642 (2020) - [i4]Elena Morotti, Elena Loli Piccolomini:
Optimization methods for very accurate Digital Breast Tomosynthesis image reconstruction. CoRR abs/2007.10039 (2020) - [i3]Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini:
On the inverse Potts functional for single-image super-resolution problems. CoRR abs/2008.08470 (2020) - [i2]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 abs/2011.09855 (2020)
2010 – 2019
- 2019
- [j26]Damiana Lazzaro, E. Loli Piccolomini, Fabiana Zama:
A fast splitting method for efficient Split Bregman iterations. Appl. Math. Comput. 357: 139-146 (2019) - [c6]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: 10:1-10:12 - 2018
- [j25]E. Loli Piccolomini, Vanna Lisa Coli, Elena Morotti, Luca Zanni:
Reconstruction of 3D X-ray CT images from reduced sampling by a scaled gradient projection algorithm. Comput. Optim. Appl. 71(1): 171-191 (2018) - [c5]Alessia Angeli, Elena Loli Piccolomini, Gustavo Marfia:
Learning about Fashion exploiting the Big Multimedia Data. PIMRC 2018: 48-51 - 2017
- [i1]Damiana Lazzaro, Elena Loli Piccolomini, Fabiana Zama:
A fast nonconvex Compressed Sensing algorithm for highly low-sampled MR images reconstruction. CoRR abs/1711.11075 (2017) - 2016
- [j24]Ke Chen, E. Loli Piccolomini, Fabiana Zama:
Iterative Constrained Minimization for Vectorial TV Image Deblurring. J. Math. Imaging Vis. 54(2): 240-255 (2016) - 2014
- [j23]Anastasia Cornelio, Elena Loli Piccolomini, James G. Nagy:
Constrained numerical optimization methods for blind deconvolution. Numer. Algorithms 65(1): 23-42 (2014) - [j22]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): 73-92 (2014) - 2013
- [j21]Silvia Bonettini, Germana Landi, E. Loli Piccolomini, Luca Zanni:
Scaling techniques for gradient projection-type methods in astronomical image deblurring. Int. J. Comput. Math. 90(1): 9-29 (2013) - [j20]Germana Landi, Elena Loli Piccolomini:
NPTool: a Matlab software for nonnegative image restoration with Newton projection methods. Numer. Algorithms 62(3): 487-504 (2013) - 2012
- [j19]Germana Landi, E. Loli Piccolomini:
An efficient method for nonnegatively constrained Total Variation-based denoising of medical images corrupted by Poisson noise. Comput. Medical Imaging Graph. 36(1): 38-46 (2012) - [j18]Germana Landi, Elena Loli Piccolomini:
An improved Newton projection method for nonnegative deblurring of Poisson-corrupted images with Tikhonov regularization. Numer. Algorithms 60(1): 169-188 (2012) - [j17]Germana Landi, E. Loli Piccolomini:
A feasible direction method for image restoration. Optim. Lett. 6(8): 1795-1817 (2012) - 2011
- [j16]E. Loli Piccolomini, Fabiana Zama:
An iterative algorithm for large size least-squares constrained regularization problems. Appl. Math. Comput. 217(24): 10343-10354 (2011) - [j15]Germana Landi, E. Loli Piccolomini:
Quasi-Newton projection methods and the discrepancy principle in image restoration. Appl. Math. Comput. 218(5): 2091-2107 (2011) - 2010
- [j14]Germana Landi, E. Loli Piccolomini:
An iterative Lagrange method for the regularization of discrete ill-posed inverse problems. Comput. Math. Appl. 60(6): 1723-1738 (2010)
2000 – 2009
- 2009
- [j13]Germana Landi, E. Loli Piccolomini:
An Algorithm for Image Denoising with Automatic Noise Estimate. J. Math. Imaging Vis. 34(1): 98-106 (2009) - 2008
- [j12]Germana Landi, E. Loli Piccolomini:
A projected Newton-CG method for nonnegative astronomical image deblurring. Numer. Algorithms 48(4): 279-300 (2008) - 2007
- [j11]Germana Landi, E. Loli Piccolomini:
Fast methods for MR spectroscopic imaging. Appl. Math. Comput. 191(2): 389-396 (2007) - 2006
- [j10]Germana Landi, E. Loli Piccolomini:
Representation of High Resolution Images from Low Sampled Fourier Data: Applications to Dynamic MRI. J. Math. Imaging Vis. 26(1-2): 27-40 (2006) - 2005
- [j9]E. Loli Piccolomini, Germana Landi, Fabiana Zama:
A B-spline parametric model for high resolution dynamic magnetic resonance imaging. Appl. Math. Comput. 164(1): 133-148 (2005) - [j8]Germana Landi, Elena Loli Piccolomini:
A total variation regularization strategy in dynamic MRI. Optim. Methods Softw. 20(4-5): 545-558 (2005) - [j7]Fabiana Zama, Elena Loli Piccolomini:
A descent method for regularization of ill-posed problems. Optim. Methods Softw. 20(4-5): 615-625 (2005) - 2003
- [j6]E. Loli Piccolomini, Fabiana Zama:
An experiment of parallel SPECT data reconstruction. Parallel Algorithms Appl. 18(3): 107-119 (2003) - [c4]Germana Landi, E. Loli Piccolomini, Fabiana Zama:
A Parallel Software for the Reconstruction of Dynamic MRI Sequences. PVM/MPI 2003: 511-519 - 2002
- [j5]E. Loli Piccolomini, Fabiana Zama, Gaetano Zanghirati, A. Formiconi:
Regularization methods in dynamic MRI. Appl. Math. Comput. 132(2-3): 325-339 (2002) - 2001
- [j4]E. Loli Piccolomini, Fabiana Zama:
Parallel Image Restoration with Domain Decomposition. Real Time Imaging 7(1): 47-57 (2001) - 2000
- [j3]Alessandro Bevilacqua, E. Loli Piccolomini:
Parallel image restoration on parallel and distributed computers. Parallel Comput. 26(4): 495-506 (2000)
1990 – 1999
- 1999
- [j2]E. Loli Piccolomini, Fabiana Zama:
The conjugate gradient regularization method in Computed Tomography problems. Appl. Math. Comput. 102(1): 87-99 (1999) - 1995
- [j1]Fabiana Zama, E. Loli Piccolomini:
An Experiment in Image Restoration Using Transputer Networks. Parallel Algorithms Appl. 5(3-4): 283-292 (1995) - [c3]Elena Loli Piccolomini, Valeria Ruggiero, Fabiana Zama:
An Application of the Indirect Approximation Problem on Heterogeneous Computer Systems. PARCO 1995: 689-692 - [c2]Elena Loli Piccolomini, Fabiana Zama:
The Parallel LU Factorization and the Cray TJD Programming Paradigms. PARCO 1995: 693-696 - 1993
- [c1]E. Loli Piccolomini, Fabiana Zama, V. Ruggioro:
A Domain Decomposition Method for Scattered Data Approximation on a Multiprocessor System. PARCO 1993: 193-200
Coauthor Index
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last updated on 2024-05-31 01:42 CEST by the dblp team
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