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Towards a real-time situational awareness system for surveillance applications in unconstrained environments

 
: Münch, David; Becker, Stefan; Hübner, Wolfgang; Arens, Michael

:
Preprint urn:nbn:de:0011-n-2140633 (477 KByte PDF)
MD5 Fingerprint: b1c2e0e0e730106af77ef7ad1fe2068b
The original publication is available at springerlink.com
Created on: 18.9.2012


Aschenbruck, N. (Ed.); Martini, P.; Meier, M.; Tölle, J.:
Future Security. 7th Security Research Conference 2012. Proceedings : Bonn, Germany, September 4-6, 2012
Berlin: Springer, 2012 (Communications in computer and information science 318)
ISBN: 978-3-642-33160-2 (Print)
ISBN: 978-3-642-33161-9 (Online)
ISBN: 3-642-33160-2
ISSN: 1865-0929
4 pp.
Security Research Conference "Future Security" <7, 2012, Bonn>
English
Conference Paper, Electronic Publication
Fraunhofer IOSB ()
ISM-based tracking; situational awareness; real-time system

Abstract
Observing public spaces like car parks, airports, and train stations via video surveillance is an extremely tedious and error-prone activity for human operators. A generic real-time system is presented which closes the situational awareness loop from basic object detection, object tracking and conceptual situation recognition. The situation recognition is implemented as formal knowledge-based reasoning approach. In order to process information about objects in a scene a sophisticated multiperson tracker was integrated. The person tracking relies on local features. For person representation a generalized appearance codebook is used. The whole system is parallelized to gain real-time performance on ordinary hardware. The proposed system was evaluated on data reecting a prototypical surveillance scenario and promises practical results.

: http://publica.fraunhofer.de/documents/N-214063.html