Foto del docente

Davide Maltoni

Full Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Shahreza, Hatef Otroshi; Ecabert, Christophe; George, Anjith; Unnervik, Alexander; Marcel, Sébastien; Di Domenico, Nicolò; Borghi, Guido; Maltoni, Davide; Boutros, Fadi; Vogel, Julia; Damer, Naser; Sánchez-Pérez, Ángela; Mas-Candela, Enrique; Calvo-Zaragoza, Jorge; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Menotti, David; DeAndres-Tame, Ivan; La Cava, Simone Maurizio; Concas, Sara; Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Perelli, Gianpaolo; Orrù, Giulia; Marcialis, Gian Luca; Fierrez, Julian, SDFR: Synthetic Data for Face Recognition Competition, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 9 (atti di: 18th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2024, Istanbul, Turkiye, 2024) [Contribution to conference proceedings]

Dadi, Maichol; Franco, Annalisa; Maltoni, Davide, Supporting Human Examiners in Facial Image Manipulation Detection, in: 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), New York, IEEE, 2024, pp. 710 - 715 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), St. Albans, United Kingdom, 22-24 Ottobre 2024) [Contribution to conference proceedings]Open Access

Robledo-Moreno, Marta; Borghi, Guido; DI DOMENICO, Nicolò; Franco, Annalisa; Raja, Kiran; Maltoni, Davide, Towards Federated Learning for Morphing Attack Detection, in: Proceedings of 2024 IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, 2024, pp. 1 - 10 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 settembre 2024) [Contribution to conference proceedings]Open Access

Borghi, Guido; Franco, Annalisa; di Domenico, Nicolò; Ferrara, Matteo; Maltoni, Davide, V-MAD: Video-based Morphing Attack Detection in Operational Scenarios, in: IEEE International Joint Conference on Biometrics (IJCB), 2024, pp. 1 - 10 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 September 2024) [Contribution to conference proceedings]

Coordination of a Research Project: iMars (H2020).

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide, A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors, in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023, pp. 525 - 530 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Milan, Italy, 2023) [Contribution to conference proceedings]

Pellegrini Lorenzo; Maltoni Davide; Graffieti Graffieti; Lomonaco Vincenzo; Mazzini Lisa; Mondardini Marco; Zappoli Milena, A weakly supervised approach for recycling code recognition, «EXPERT SYSTEMS WITH APPLICATIONS», 2023, 215, Article number: 119282 , pp. 1 - 11 [Scientific article]Open Access

Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni, Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual learning, in: Towards Human Brain Inspired Lifelong Learning, Singapore, World Scientific Publishing, 2023, pp. 0 - 14 [Chapter or essay]

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection, in: Image Analysis and Processing – ICIAP 2023, 2023, 14233, pp. 100 - 111 (atti di: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11-15, 2023) [Contribution to conference proceedings]Open Access

Ferrara, M.; Cappelli, R.; Maltoni, D., Detecting Double-Identity Fingerprint Attacks, «IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE», 2023, 5, pp. 476 - 485 [Scientific article]Open Access

Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni, Detecting Morphing Attacks via Continual Incremental Training, in: Proceedings of 2023 IEEE International Joint Conference on Biometrics, 2023, pp. 0 - 9 (atti di: 2023 IEEE International Joint Conference on Biometrics, Ljubiana, 25/09/2023) [Contribution to conference proceedings]

Graffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo, Generative negative replay for continual learning, «NEURAL NETWORKS», 2023, 162, pp. 369 - 383 [Scientific article]Open Access

Vorabbi L.; Maltoni D.; Santi S., Input Layer Binarization with Bit-Plane Encoding, in: Artificial Neural Networks and Machine Learning – ICANN 2023, 2023, 14261 LNCS, pp. 395 - 406 (atti di: ICANN 2023, Heraklion, 26/09/2023) [Contribution to conference proceedings]Open Access

Franco Annalisa, Løvåsdal Frøy, Maltoni Davide, On the Human Ability in Detecting Digitally Manipulated Face Images, in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), New York, IEEE, 2023, pp. 531 - 536 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Milano - Italy, 25-27/10/2023) [Contribution to conference proceedings]Open Access

Borghi, Guido; Di Domenico, Nicolò; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide, Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors, «IEEE ACCESS», 2023, 11, pp. 120419 - 120437 [Scientific article]Open Access

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