Multimedia Signal Processing and Understanding | Doctoral Program - Information Engineering and Computer Science

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

4 publications for 2 currently enrolled students

A Unified Simulation Framework for Visual and Behavioral Fidelity in Crowd Analysis
Bisagno, Niccolò; Garau, Nicola; Stefani, Antonio Luigi; Conci, Nicola 2023

Visual Question Generation from Remote Sensing Images
Bashmal, L; Bazi, Y; Melgani, F; Ricci, R; Al Rahhal, M. M; Zuair, M in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 16, (2023), p. 3279-3293. - Publication URL . - DOI: 10.1109/JSTARS.2023.3261361

Robust Image Captioning with Post-Generation Ensemble Method
Ricci, R; Melgani, F; Marcato Junior, J; Goncalves, W. N in IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2023, New York, USA: IEEE, 2023, p. 5234-5237. - (IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS). - ISBN: 979-8-3503-2010-7. Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2023, Pasadena, USA, 16-21, July 2023. - Publication URL . - DOI: 10.1109/IGARSS52108.2023.10281769

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: International Joint Conference on Biometrics, Abu Dhabi, United Arab Emirates, 10-13 october 2022. - Publication URL . - DOI: 10.1109/IJCB54206.2022.10007988

 

Students

Ricci, Riccardoriccardo.ricci-1 [at] unitn.itwebpage
Stefani, Antonio Luigiantonioluigi.stefani [at] unitn.itwebpage