Abstract
A new evidential fusion architecture is proposed to build an hybrid artificial intelligent system for people surveillance in wide open areas. Authorized people and intruders are identified and localized thanks to the joint employment of cameras and RFID tags. Complex Event Processing and Transferable Belief Model are exploited for handling noisy data and uncertainty propagation. Experimental results on complex synthetic scenarios demonstrate the accuracy of the proposed solution.
| Original language | English (US) |
|---|---|
| Title of host publication | Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings |
| Editors | Marek Kurzynski, Michal Wozniak, Emilio Corchado |
| Publisher | Springer Verlag |
| Pages | 239-246 |
| Number of pages | 8 |
| ISBN (Print) | 9783642212185 |
| DOIs | |
| State | Published - Jan 1 2011 |
| Externally published | Yes |
| Event | 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011 - Wroclaw, Poland Duration: May 23 2011 → May 25 2011 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 6678 LNAI |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Other
| Other | 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011 |
|---|---|
| Country | Poland |
| City | Wroclaw |
| Period | 5/23/11 → 5/25/11 |
Fingerprint
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science(all)
Cite this
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas. / Fornaciari, M.; Sottara, Davide; Prati, A.; Mello, P.; Cucchiara, R.
Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings. ed. / Marek Kurzynski; Michal Wozniak; Emilio Corchado. Springer Verlag, 2011. p. 239-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6678 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - An Evidential Fusion Architecture for People Surveillance in Wide Open Areas
AU - Fornaciari, M.
AU - Sottara, Davide
AU - Prati, A.
AU - Mello, P.
AU - Cucchiara, R.
PY - 2011/1/1
Y1 - 2011/1/1
N2 - A new evidential fusion architecture is proposed to build an hybrid artificial intelligent system for people surveillance in wide open areas. Authorized people and intruders are identified and localized thanks to the joint employment of cameras and RFID tags. Complex Event Processing and Transferable Belief Model are exploited for handling noisy data and uncertainty propagation. Experimental results on complex synthetic scenarios demonstrate the accuracy of the proposed solution.
AB - A new evidential fusion architecture is proposed to build an hybrid artificial intelligent system for people surveillance in wide open areas. Authorized people and intruders are identified and localized thanks to the joint employment of cameras and RFID tags. Complex Event Processing and Transferable Belief Model are exploited for handling noisy data and uncertainty propagation. Experimental results on complex synthetic scenarios demonstrate the accuracy of the proposed solution.
UR - http://www.scopus.com/inward/record.url?scp=85038033505&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85038033505&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-21219-2_31
DO - 10.1007/978-3-642-21219-2_31
M3 - Conference contribution
AN - SCOPUS:85038033505
SN - 9783642212185
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 239
EP - 246
BT - Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings
A2 - Kurzynski, Marek
A2 - Wozniak, Michal
A2 - Corchado, Emilio
PB - Springer Verlag
ER -