Luca Calatroni

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Carola-Bibiane SchönliebDAMTP, University of CambridgeVerified email at cam.ac.uk
Monica PragliolaUniversity of Naples Federico IIVerified email at unina.it
Alessandro LanzaUniversità di BolognaVerified email at unibo.it
Laure Blanc-FéraudDR CNRSVerified email at cnrs.fr
Dario PrandiL2S - CentraleSupelec, Université Paris-SaclayVerified email at centralesupelec.fr
Juan Carlos De los ReyesResearch Center in Mathematical Modeling and Optimization (MODEMAT)Verified email at epn.edu.ec
Morigi SerenaProfessor of Mathematics, University of BolognaVerified email at unibo.it
Vasiliki StergiopoulouPostdoctoral Researcher at EPFLVerified email at epfl.ch
Marta LazzarettiDIMA, Università di GenovaVerified email at dima.unige.it
Simone RebegoldiUniversity of Modena and Reggio EmiliaVerified email at unimore.it
Marcelo BertalmíoSenior Research Scientist, Spanish National Research Council (CSIC)Verified email at csic.es
Kostas PapafitsorosQueen Mary University of LondonVerified email at qmul.ac.uk
Antonin ChambolleCEREMADE, CNRS & Université Paris-Dauphine, PSL Research UniversityVerified email at ceremade.dauphine.fr
Nicolas PapadakisCNRS, Institut de Mathématiques de Bordeaux, Inria MONCVerified email at math.u-bordeaux.fr
Emmanuel SoubiesCNRS, IRIT, Signal & Communications GroupVerified email at irit.fr
silvia villaMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaVerified email at unige.it
Lorenzo RosascoMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaVerified email at unige.it
Jean-Francois AujolIMB, Université Bordeaux, FranceVerified email at math.u-bordeaux.fr
Charles DossalINSA Toulouse, Instiut de Mathématiques de ToulouseVerified email at insa-toulouse.fr
Aude RondepierreInstitut de mathématiques de ToulouseVerified email at insa-toulouse.fr

Luca Calatroni

MaLGa Machine Learning Genoa Center - Università degli studi di Genova

Verified email at unige.it - Homepage

Image Processing Non-smooth Optimization Inverse Problems Biological imaging


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Bilevel approaches for learning of variational imaging models L Calatroni, C Cao, JC De Los Reyes, CB Schönlieb, T Valkonen Variational Methods: In Imaging and Geometric Control 18 (252), 2, 2017	118	2017
Global solution to the Allen–Cahn equation with singular potentials and dynamic boundary conditions L Calatroni, P Colli Nonlinear Analysis: Theory, Methods & Applications 79, 12-27, 2013	88	2013
Infimal convolution of data discrepancies for mixed noise removal L Calatroni, JC De Los Reyes, CB Schönlieb SIAM Journal on Imaging Sciences 10 (3), 1196-1233, 2017	64	2017
Backtracking strategies for accelerated descent methods with smooth composite objectives L Calatroni, A Chambolle SIAM Journal on Optimization 29 (3), 1772–1798, 2019	53	2019
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images L Calatroni, Y van Gennip, CB Schönlieb, HM Rowland, A Flenner Journal of Mathematical Imaging and Vision 57, 269-291, 2017	37	2017
Analysis and automatic parameter selection of a variational model for mixed Gaussian and salt-and-pepper noise removal L Calatroni, K Papafitsoros Inverse Problems 35 (11), 114001, 2019	30	2019
Adaptive parameter selection for weighted-TV image reconstruction problems L Calatroni, A Lanza, M Pragliola, F Sgallari Journal of Physics: Conference Series 1476 (1), 012003, 2020	29	2020
Variational osmosis for non-linear image fusion S Parisotto, L Calatroni, A Bugeau, N Papadakis, CB Schönlieb IEEE Transactions on Image Processing 29, 5507-5516, 2020	27	2020
A flexible space-variant anisotropic regularization for image restoration with automated parameter selection L Calatroni, A Lanza, M Pragliola, F Sgallari SIAM Journal on Imaging Sciences 12 (2), 1001-1037, 2019	27	2019
On and beyond total variation regularization in imaging: The role of space variance M Pragliola, L Calatroni, A Lanza, F Sgallari SIAM Review 65 (3), 601-685, 2023	26	2023
Visual illusions via neural dynamics: Wilson–Cowan-type models and the efficient representation principle M Bertalmío, L Calatroni, V Franceschi, B Franceschiello, A Gomez Villa, ... Journal of neurophysiology 123 (5), 1606-1618, 2020	26	2020
Scaled, inexact, and adaptive generalized fista for strongly convex optimization S Rebegoldi, L Calatroni SIAM Journal on Optimization 32 (3), 2428-2459, 2022	23	2022
Dynamic sampling schemes for optimal noise learning under multiple nonsmooth constraints L Calatroni, JC De Los Reyes, CB Schönlieb System Modeling and Optimization: 26th IFIP TC 7 Conference, CSMO 2013 …, 2014	22	2014
Accelerated iterative regularization via dual diagonal descent L Calatroni, G Garrigos, L Rosasco, S Villa SIAM Journal on Optimization 31 (1), 754-784, 2021	19	2021
ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing L Calatroni, B Düring, CB Schönlieb Discrete and Continuous Dynamical Systems, Series A 34 (3), 931-957, 2013	19	2013
Unveiling the invisible: mathematical methods for restoring and interpreting illuminated manuscripts L Calatroni, M d’Autume, R Hocking, S Panayotova, S Parisotto, ... Heritage Science 6 (56), 2018	18	2018
Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling M Bertalmio, L Calatroni, V Franceschi, B Franceschiello, D Prandi Journal of Mathematical Imaging and Vision, 2020	17	2020
Parameter-free FISTA by adaptive restart and backtracking JF Aujol, L Calatroni, C Dossal, H Labarrière, A Rondepierre SIAM Journal on Optimization 34 (4), 3259-3285, 2024	16	2024
Efficient ℓ0 gradient-based Super Resolution for simplified image segmentation P Cascarano, L Calatroni, E Loli Piccolomini IEEE Transactions on Computational Imaging 7, 399-408, 2021	16*	2021
Anisotropic osmosis filtering for shadow removal in images S Parisotto, L Calatroni, M Caliari, CB Schönlieb, J Weickert Inverse Problems 35 (5), 054001, 2019	16	2019

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