Multimedia Signal Processing and Understanding
The Multimedia Signal Processing and Understanding Lab (MM-Lab) deals with the most relevant aspects of multimedia data processing, focusing on both theoretical and application-driven research. Since media can be considered as the technological extensions of human capabilities, particular attention is paid to smart multimedia data management, analysis, transmission and protection, and to those applications where ambient intelligence can provide advanced services beyond human limitations.
Publications
9 publications for 3 currently enrolled students
Advance Fake Video Detection via Vision Transformers
Battocchio, Joy; Dell'Anna, Stefano; Montibeller, Andrea; Boato, Giulia
in Information Hiding and Multimedia Security (IH&MMSec), 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES: ASSOC COMPUTING MACHINERY, 2025, p. 1-11. Proceedings of: IH&MMSec, San Jose, California, 28 Giugno 2025. - DOI: 10.1145/3733102.3733129
Signal Processing for Haptic Surface Modeling: A Review
Stefani, A. L.; Bisagno, N.; Rosani, A.; Conci, N.; De Natale, F.
in SIGNAL PROCESSING-IMAGE COMMUNICATION, v. 2025, (2025). - DOI: 10.1016/j.image.2025.117338
SplatTouch: Explicit 3D Representation Binding Vision and Touch
Stefani, Antonio Luigi; Bisagno, Niccolò; Conci, Nicola; De Natale, Francesco
in Proceedings of the Computer Vision and Pattern Recognition Conference, Nashville: IEEE Computer Society, 2025. Proceedings of: Multimodal Learning and Applications Workshop (MULA 2025), Nashville, 11/06/2025. - DOI: 10.1109/CVPRW67362.2025.00017
MapFlow: Multi-Agent Pedestrian Trajectory Prediction Using Normalizing Flow
Stefani, A. L.; Bisagno, N.; Conci, N.
in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2024, p. 3295-3299. - (PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING). - ISBN: 9798350344851. Proceedings of: 49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024, COEX, kor, 2024. - Publication URL . - DOI: 10.1109/ICASSP48485.2024.10448062
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences
Bertolazzi, Leonardo; Gatt, Albert; Bernardi, Raffaella
in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA: Association for Computational Linguistics (ACL), 2024, p. 13882-13905. - ISBN: 9798891761643. Proceedings of: 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, Florida, USA, 12-16 novembre 2024. - Publication URL . - DOI: 10.18653/v1/2024.emnlp-main.769
Unicrowd Simulator: Visual and Behavioral Fidelity For The Generation of Crowd Datasets
Bisagno, Niccolò; Stefani, Antonio Luigi; Garau, Nicola; Natale, Francesco De; Conci, Nicola
in 2024 IEEE International Conference on Image Processing (ICIP), Piscataway, New Jersey, USA: IEEE Computer Society, 2024, p. 193-199. - (PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING). - ISBN: 9798350349399. Proceedings of: 31st IEEE International Conference on Image Processing, ICIP 2024, Abu Dhabi, 27th October-30th October 2024. - Publication URL . - DOI: 10.1109/icip51287.2024.10647887
A Unified Simulation Framework for Visual and Behavioral Fidelity in
Crowd Analysis
Bisagno, Niccolò; Garau, Nicola; Stefani, Antonio Luigi; Conci, Nicola
2023
ChatGPT's Information Seeking Strategy: Insights From the 20-Questions Game
Bertolazzi, Leonardo; Mazzaccara, Davide; Merlo, Filippo; Bernardi, Raffaella
in Proceedings of the 16th International Natural Language Generation Conference, Prague, Czech Republic: Association for Computational Linguistics, 2023, p. 153-162. Proceedings of: INLG23, Prague, Czech Republic, 11th-15th September 2023. - Publication URL . - DOI: 10.18653/v1/2023.inlg-main.11
TrueFace: a Dataset for the Detection of Synthetic Face Images from Social Networks
Boato, G.; Pasquini, C.; Stefani, A. L.; Verde, S.; Miorandi, D.
in Proceeding of International Joint Conference on Biometrics 2022, Piscataway, NJ USA: IEEE, 2022, p. 1-7. - ISBN: 978-1-6654-6394-2. Proceedings of: 2022 IEEE International Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, 10-13 october 2022. - Publication URL . - DOI: 10.1109/IJCB54206.2022.10007988
