Research Area
Active Research fields
Computer Vision: feature extraction from images and videos, affective computing, human action modeling and classification, face processing and tracking, emotion recognition
Video-surveillance: tracking algorithms, crowd analysis, anomaly detection
Content-based multimedia indexing and retrieval
Machine Learning
Research projects of the last 5 years
PI or co-PI for the research projects:
- "IDEHA: Innovation for data processing in cultural heritage", PNR 2015-2020; (Quota UniPA - € 1.100.000)
- “SINTESYS: Security and INTElligence SYStem”, PON R&C 2007 – 2013; (Quota UniPA – € 737.598)
- “ASIC – Applicazioni e Servizi Innovativi di Comunicazione Voce/Video/Dati”, MIUR DM 449/Ric. del 10/03/2006 Settore 11 “ICT e componentistica elettronica” ; (Quota UniPA – € 479.600)
- “FREE SURF: FREE SUrveillance in a pRivacy–respectFul way”, PRIN 2006, con L’Università di Modena e Reggio Emilia (PI) e l’Università di Firenze; (Quota UniPA – € 68.571)
Participant to the research projects:
- PRIN 2017 - Progetto "I-MALL - improving the customer experience in stores by intelligent computer vision"
- PON 2007-2013 SCN_00447 – Progetto “ADAPT – Accessible Data for Accessible Proto–Types in Social Sector”
- PON 2007-2013 PON03PE_00214_3 – Progetto “NEPTIS”
- PON 2007-2013 PON04a2_C – Progetto “SmartHealth”
- PO FESR 2007–2013 – CUP: G73F12000000004 – Progetto “ITasIT – IT as Integration Tool”
- PAC02 Avviso Start-up PAC02L2_00215 – Progetto “DIGITEMA – Fruizione DIGItale del patrimonio del Teatro MAssimo di Palermo”
- PAC02 Avviso Start-up PAC02L2_00167 – Progetto “Smart Heritage”
- PAC02 Avviso Start-up PAC02L2_00068 – Progetto “BookAlive”
- POR Misura 4.1.1.1 – Progetto “Omega-Lab”
- POR Misura 4.1.1.1 – Progetto “PIANETA”
- “Industria 2015”, “Made in Italy” MI01_00158 – Progetto “Speaky Acutattile”
Collaborations
Computer Science Department, Boston University, Boston, USA
Electrical & Computer Engineering Department, Northeastern University, Boston, USA
ICAR - CNR
Università di Catania;
Università di Firenze;
Active research
See DIID Computer Vision and Image processing lab
Services delivered under the right of third parties
Software development for:
- information retrieval;
- digital cultural heritage management;
- video analtics;
- video-surveillance systems;
- classification and prediction systems;