An Evidential Fusion Architecture for People Surveillance in Wide Open Areas

M. Fornaciari, Davide Sottara, A. Prati, P. Mello, R. Cucchiara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 languageEnglish (US)
Title of host publicationHybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings
EditorsMarek Kurzynski, Michal Wozniak, Emilio Corchado
PublisherSpringer Verlag
Pages239-246
Number of pages8
ISBN (Print)9783642212185
DOIs
StatePublished - Jan 1 2011
Externally publishedYes
Event6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011 - Wroclaw, Poland
Duration: May 23 2011May 25 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6678 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011
CountryPoland
CityWroclaw
Period5/23/115/25/11

Fingerprint

Transferable Belief Model
Complex Event Processing
Uncertainty Propagation
Data handling
Noisy Data
Intelligent systems
Intelligent Systems
Radio Frequency Identification
Radio frequency identification (RFID)
Surveillance
Fusion
Fusion reactions
Camera
Cameras
Scenarios
Experimental Results
Processing
Demonstrate
Architecture
Uncertainty

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Fornaciari, M., Sottara, D., Prati, A., Mello, P., & Cucchiara, R. (2011). An Evidential Fusion Architecture for People Surveillance in Wide Open Areas. In M. Kurzynski, M. Wozniak, & E. Corchado (Eds.), Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings (pp. 239-246). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6678 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-642-21219-2_31

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 proceedingConference contribution

Fornaciari, M, Sottara, D, Prati, A, Mello, P & Cucchiara, R 2011, An Evidential Fusion Architecture for People Surveillance in Wide Open Areas. in M Kurzynski, M Wozniak & E Corchado (eds), Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6678 LNAI, Springer Verlag, pp. 239-246, 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011, Wroclaw, Poland, 5/23/11. https://doi.org/10.1007/978-3-642-21219-2_31
Fornaciari M, Sottara D, Prati A, Mello P, Cucchiara R. An Evidential Fusion Architecture for People Surveillance in Wide Open Areas. In Kurzynski M, Wozniak M, Corchado E, editors, Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings. Springer Verlag. 2011. p. 239-246. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-21219-2_31
Fornaciari, M. ; Sottara, Davide ; Prati, A. ; Mello, P. ; Cucchiara, R. / An Evidential Fusion Architecture for People Surveillance in Wide Open Areas. Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Proceedings. editor / Marek Kurzynski ; Michal Wozniak ; Emilio Corchado. Springer Verlag, 2011. pp. 239-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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