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A video monitoring system using ontology-driven identification of threats

Abstract

In this paper, we present a video monitoring systemthat leverages image recognition and ontological reasoningabout threats. In the solution, an image processing subsystemuses video recording of a monitored area and recognizesknown concepts in scenes. Then, a reasoning subsystem uses anontological description of security conditions and informationfrom image recognition to check if a violation of a conditionhas occurred. If a threat is detected, the system sends anappropriate notification depending on configuration. A prototypicalimplementation of the solution is presented togetherwith exemplary monitoring results.

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Details

Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
HSI'09, 2nd International Conference on Human System Interaction, Catania, Italy, May 21-23 2009 strony 28 - 31
Language:
English
Publication year:
2009
Bibliographic description:
Kaczmarek P., Zielonka P.: A video monitoring system using ontology-driven identification of threats// HSI'09, 2nd International Conference on Human System Interaction, Catania, Italy, May 21-23 2009/ ed. [eds.] Lucia Lo Bello , Giancarlo Iannizzotto. Włochy, Univ. of Catania: , 2009, s.28-31
DOI:
Digital Object Identifier (open in new tab) 10.1109/hsi.2009.5090948
Verified by:
Gdańsk University of Technology

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