Tel: +33 (0)4 89 15 43 39
e-mail:calatroni[at]i3s[dot]unice[dot]fr
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Since October 2019, I am a full-time CNRS researcher (chargé de recherche) in the Morpheme team at the I3S laboratory in Sophia-Antipolis, France.
Before that, I was a Lecteur Hadamard research fellow funded by the FMJH working at the CMAP, École Polytechnique, a post-doctoral Marie-Skłodowska Curie fellow at the University of Genova and a PhD student at the Cambridge Image Analysis research group.
My research focuses on the development of analytical models and efficient algorithms for mathematical image processing. My main research topics are:
variational models and PDEs for imaging
non-smooth optimisation
biomedical image processing and analysis
digital restoration of artworks
bio-inspired models for vision
Ongoing projects
ANR PRC MICROBLIND - Blind inverse problems and optical microscopy. PI: P. Weiss (CNRS, IMT).
International Emerging Action (IEA) CNRS project VaMOS - Variable-Metric and inexact sparse Optimisation for Super-resolution fluorescence microscopy. PI with S. Rebegoldi (University of Florence).
CNRS PRIME: Imag’IN - Analysis of transformation and destruction processes of painted images and relations between images and texts. PI with R. M. Dessì (CEPAM, UCA).
NEWS
MIVA: I am the responsible of the thematic group MIVA (Mathematics of Imaging, Vision and Applications) labelled by the Mathematical Italian Union (UMI). Click here for more information.
Special issue in Inverse Problems IOP: together with S. Rebegoldi (University of Florence) and M. Bertero (University of Genova), I am responsible of a topical special issue of the Inverse Problems journal on Optimisation and learning methods for inverse problems in microscopy imaging. See here for more details. Deadline for submissions: June 2022.
MIA-MIVA workshop: together with the French RT MIA, we co-organise a workshop in Sophia-Antipolis with the idea of fostering collaborations and favouring the scientific exchange between the two communities. Visit the workshop website for more information. Deadline for submitting contributions: July 14 2022.
!! SSVM 2023 !!: Together with M. Donatelli, S. Morigi, M. Prato, G. Rodriguez, M. Santacesaria, we co-organise the 9th edition of the international Scale Space and Variational Methods in Computer Vision (SSVM) conference at Hotel Flamingo, Santa Margherita di Pula, IT in the period May 21-25 2023. Visit the conference website for more details.