Security Ontologies: Improving Quantitative Risk Analysis
HICSS '07 Proceedings of the 40th Annual Hawaii International Conference on System Sciences
An ontology-based approach to concern-specific dynamic software structure monitoring
An ontology-based approach to concern-specific dynamic software structure monitoring
Dialog-based 3D-image recognition using a domain ontology
SC'06 Proceedings of the 2006 international conference on Spatial Cognition V: reasoning, action, interaction
Security ontology for annotating resources
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, COA, and ODBASE - Volume Part II
Semantic integration of heterogeneous recognition systems
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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In this paper, we present a video monitoring system that leverages image recognition and ontological reasoning about threats. In the solution, an image processing subsystem uses video recording of a monitored area and recognizes known concepts in scenes. Then, a reasoning subsystem uses an ontological description of security conditions and information from image recognition to check if a violation of a condition has occurred. If a threat is detected, the system sends an appropriate notification depending on configuration. A prototypical implementation of the solution is presented together with exemplary monitoring results.