We are passionate about research. We did a considerable amount of it during our academic careers and we continue to do it. Here you can find out how we convert knowledge into assets in industry, life sciences, and medical imaging.
E. Giacobazzi, P. Orlandi, G. Franchini, F. Muzzini, M. Neri, M. Roffilli, "Towards Faster and More Reliable Image-Based Quality Inspection in the Agri-Food Industry Through Optimized Data Pipelines and Neural Architectures", AgriEngineering 8(7), 264 (2026)
M. Pesic, G. Lughi, M. Roffilli, "Intelligenza Artificiale Generativa per Digital Twin Urbanistico partecipato", Bollettino della Società Italiana di Fotogrammetria e Topografia, N. 2 (2025), Numero Speciale Premio "Giovani Autori", pp. 95–102 (2025)
G. Nunziata, L. Coraggio, S. Crisci, G. De Gregorio, N. Itaco, M. Neri, M. Roffilli, R. Schiattarella, "Quantum Fuzzy Edge Detection algorithm: an industrial application", 2025 IEEE International Conference on Quantum Artificial Intelligence, https://qai2025.unina.it (2025). We acknowledge the financial support from PNRR MUR Project PE0000013 "Future Artificial Intelligence Research (hereafter FAIR)", funded by the European Union – NextGenerationEU, CUP J13D24000090004
M. Pesic, G. Lughi, M. Roffilli, "Intelligenza Artificiale Generativa per Digital Twin Urbanistico partecipato", ASITA 2024, 27th National Conference on Geomatics and Geographic Information, Padova, 9–13 December 2024, pp. 463–470, ISBN 979-12-985355-0-3 (2024)
M. Roffilli, F.M. Castelli, E. Flebus, M. Neri, "Recomposition of Parts Into Objects in Industrial Applications", Machine learning and optimization for industry and society, Math 2 Product (M2P), 2023
..., Filippo Maria Castelli, Matteo Roffilli et alii, "A multimodal imaging and analysis pipeline for creating a cellular census of the human cerebral cortex", bioRxiv 2021.10.20.464979 (2021)
..., Roffilli et alii, "3D sub-cellular reconstruction of human Broca area by means of light-sheet fluorescence microscopy", 7th Annual Brain Initiative Investigators Meeting, Poster 5021, USA (2021)
Costantini, Mazzamuto, Roffilli, Castelli, Neri, Lughi, Simonetto, Laurino, Lazzeri, Pesce, Destrieux, Silvestri, Conti, Guerrini, Pavone, “Large-scale, cell-resolution volumetric mapping allows layer-specific investigation of human brain cytoarchitecture”, Biomedical Optics Express (2021), accepted revised from "A combined pipeline for quantitative analysis of human brain cytoarchitecture", bioRxiv (2020)
Filippo Castelli, Giacomo Mazzamuto, Matteo Roffilli, Irene Costantini, Ludovico Silvestri, Francesco Saverio Pavone, "Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy Using a 2D+3D CNN Training Strategy with Sparsely Annotated Data", arXiv The Sixth International Conference on Machine Learning, Optimization, and Data Science (2020)
..., Roffilli et alii, 6th Annual Brain Initiative Investigators Meeting, USA (2020)
O. Schiaratura, P. Ansaloni, G. Lughi, M. Neri, M. Roffilli, F. Serpi, A. Simonetto: “SoC based pattern recognition for Non Destructive Testing system”, International Workshop on Machine learning, Optimization and big Data (MOD 2015), July 21-23 2015
B. Bois, A. Volta, G. Lughi, M. Roffilli…: “GIS, mechanistic modelling and ontology: a performing mix for precision and sustainable viticulture”, Proc. of 37h World Congress of Vine and Wine, Mendoza, Argentina, November 9-14 2014
P. Ansaloni, G. Bollini, MC. Nannetti, M. Roffilli: “Realizzazione di un plugin open source per QGIS per il calcolo degli indicatori di VAS del PTPR della Regione Emilia-Romagna”, Proc. of 18a Conferenza Nazionale ASITA – Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, October 2014
M. Roffilli: “Simulazioni di traffico veicolare e modello radiativo: una interpretazione congiunta”, Proc. of 16a Conferenza Nazionale ASITA – Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2012, ISBN 978-88-903132-7-1
E. Cerri and M. Roffilli: “Un sistema quantitativo a supporto delle decisioni per la pianificazione territoriale: il caso Unione dei Comuni del Rubicone”, Proc. of 16a Conferenza Nazionale ASITA – Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2012, ISBN 978-88-903132-7-1