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Video-based log generation for security systems in indoor surveillance scenarios

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

Fulltext urn:nbn:de:0011-n-4175847 (1.4 MByte PDF)
MD5 Fingerprint: e47c1226bff3105b512915a05a13b930
Created on: 26.10.2016

Ambacher, Oliver (Ed.); Wagner, Joachim (Ed.); Quay, Rüdiger (Ed.) ; Fraunhofer-Institut für Angewandte Festkörperphysik -IAF-, Freiburg/Brsg.:
Security Research Conference. 11th Future Security : Berlin, September 13-14, 2016. Proceedings
Stuttgart: Fraunhofer Verlag, 2016
ISBN: 978-3-8396-1011-4
Security Research Conference "Future Security" <11, 2016, Berlin>
European Commission EC
Situation AWare Security Operations Center
Conference Paper, Electronic Publication
Fraunhofer IOSB ()
SAWSOC; visual log-file generation; security system; indoor visual surveillance

In the EU FP7-SEC-2012-1-313034 project SAWSOC (Situation AWare Security Operations Center) the objective is to achieve "the convergence of physical and logical security technologies, particularly improving correlation techniques across existing technology silos (video surveillance, access control, network monitoring, etc.)". In this paper two use cases developed in SAWSOC are presented in the perspective of video-based log generation. The first is a critical infrastructure where we log visual observable occurrences in a critical server room. The second is a soccer stadium environment where we log the patrol path of guards and ensure the correct handling of each checkpoint of their patrol path. Our approach consists of several generic computer vision modules and spatio-temporal data fusion using scene dependent knowledge. Each component of its own does not allow to make any statements about the current situation in the observed area. Instead, the sum of all components has to be considered.