The identification of intruders in groups of people moving in wide open areas represents a challenging scenario where coordination between cameras can be certainly used but this solution is not enough. In this paper, we propose to go beyond pure vision-based approaches by integrating the use of distributed cameras with the RFID technology. To this end, we introduce a system that “maps” RFID tags to people detected by cameras by using sophisticated techniques to filter the singular modalities and an evidential fusion architecture, based on Transferable Belief Model, to combine the two sources of information and manage conflict between them. The conducted experimental evaluation shows very promising results, especially in treating groups of people.
Identification of Intruders in Groups of People using Cameras and RFIDs / Cucchiara, Rita; Fornaciari, Michele; Haider, Razia; Mandreoli, Federica; Prati, Andrea. - ELETTRONICO. - (2011), pp. 1-6. ((Intervento presentato al convegno Fifth ACM/IEEE International Conference on Distributed Smart Cameras tenutosi a Ghent, Belgium nel 22-25 August 2011.
Data di pubblicazione: | 2011 |
Titolo: | Identification of Intruders in Groups of People using Cameras and RFIDs |
Autore/i: | Cucchiara, Rita; Fornaciari, Michele; Haider, Razia; Mandreoli, Federica; Prati, Andrea |
Autore/i UNIMORE: | |
Codice identificativo Scopus: | 2-s2.0-80055114664 |
Codice identificativo ISI: | WOS:000324309300012 |
Nome del convegno: | Fifth ACM/IEEE International Conference on Distributed Smart Cameras |
Luogo del convegno: | Ghent, Belgium |
Data del convegno: | 22-25 August 2011 |
Pagina iniziale: | 1 |
Pagina finale: | 6 |
Citazione: | Identification of Intruders in Groups of People using Cameras and RFIDs / Cucchiara, Rita; Fornaciari, Michele; Haider, Razia; Mandreoli, Federica; Prati, Andrea. - ELETTRONICO. - (2011), pp. 1-6. ((Intervento presentato al convegno Fifth ACM/IEEE International Conference on Distributed Smart Cameras tenutosi a Ghent, Belgium nel 22-25 August 2011. |
Tipologia | Relazione in Atti di Convegno |
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