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Resolving conflicts in object tracking for automatic detection of events in video

Abstract

An algorithm for resolving conflicts in tracking of moving objects is presented. The proposed approach utilizes predicted states calculated by Kalman filters for estimation of trackers position, then it uses color and texture descriptors in order to match moving objects with trackers. Problematic situations, such as splitting objects, are addressed. Test results are presented and discussed. The algorithm may be used in the system for automatic detection of security threats.

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Category:
Articles
Type:
artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:
Elektronika : konstrukcje, technologie, zastosowania pages 52 - 55,
ISSN: 0033-2089
Language:
English
Publication year:
2011
Bibliographic description:
Szwoch G., Dalka P., Czyżewski A.: Resolving conflicts in object tracking for automatic detection of events in video // Elektronika : konstrukcje, technologie, zastosowania. -., nr. nr 1 (2011), s.52-55
Verified by:
Gdańsk University of Technology

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