Foto del docente

Davide Maltoni

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: IINF-05/A Sistemi di elaborazione delle informazioni

Pubblicazioni

Coordinamento del progetto: Einstein (Horizon Europe).

Spathis, G.; Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D., AMONOT: Synthetic Aging for Differential Morphing Attack Detection Systems, in: Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024, pp. 1 - 15 (atti di: International Conference on Pattern Recognition 2024, 2nd Workshop on Facial and Body Expressions, Kolkata, India, 01/12/2024) [Contributo in Atti di convegno]

Maltoni, Davide; Ferrara, Matteo, Arithmetic with language models: From memorization to computation, «NEURAL NETWORKS», 2024, 179, Article number: 106550, pp. 1 - 10 [articolo]Open Access

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi, Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay, in: Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, 2024, 2, pp. 25 - 36 (atti di: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP, Rome, February 27-29, 2024) [Contributo in Atti di convegno]Open Access

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, Face Restoration for Morphed Images Retouching, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, pp. 1 - 6 (atti di: 12th International Workshop on Biometrics and Forensics (IWBF), Enschede, Netherlands, 11-12 April 2024) [Contributo in Atti di convegno]Open Access

Coordinamento del progetto: iMars (H2020).

Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D., Improving Accomplice Detection in the Morphing Attack, «MACHINE INTELLIGENCE RESEARCH», 2024, 22, pp. 1 - 15 [articolo]

Borghi, G.; Di Domenico, N.; Ferrara, M.; Franco, A.; Latif, U.; Maltoni, D., MONOT: High-Quality Privacy-compliant Morphed Synthetic Images for Everyone, in: Proceedings - 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY», 2024, pp. 1 - 8 (atti di: 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, Rome, Italy, 02-05 December 2024) [Contributo in Atti di convegno]

Franco, Annalisa; Ferrara, Matteo; Liu, Chengcheng; Busch, Christoph; Maltoni, Davide, On the Impact of Face Image Quality on Morphing Attack Detection, in: IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, «IEEE INTERNATIONAL CONFERENCE ON BIOMETRICS, THEORY, APPLICATIONS AND SYSTEMS», 2024, pp. 1 - 9 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 September 2024) [Contributo in Atti di convegno]Open Access

Vorabbi, Lorenzo; Maltoni, Davide; Santi, Stefano, On-Device Learning with Binary Neural Networks, in: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023., Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14365, pp. 39 - 50 (atti di: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023, Udine, 09/2023) [Contributo in Atti di convegno]Open Access

Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D., ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION AND WORKSHOPSIEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION AND WORKSHOPS», 2024, pp. 1 - 10 (atti di: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, Istanbul, Türkiye, 29/05/2024) [Contributo in Atti di convegno]Open Access

Vorabbi, L.; Maltoni, D.; Santi, S., Optimizing Data Flow in Binary Neural Networks, «SENSORS», 2024, 24, Article number: 4780, pp. 1 - 15 [articolo]

Scucchia, Matteo; Maltoni, Davide, Region Prediction for Efficient Robot Localization on Large Maps, in: Communications in Computer and Information Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2024, 2077 CCIS, pp. 244 - 259 (atti di: 4th International Conference on Robotics, Computer Vision and Intelligent Systems, ROBOVIS 2024, ita, 2024) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]Open Access

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