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Abstract
Results of performance evaluation of a video object tracking algorithm are presented. The method of moving objects detection and tracking is based on background modelling with mixtures of Gaussians and Kalman filters. An emphasis is put on algorithm's efficiency with regards to its settings. Utilized methods of performance evaluation based on comparison of algorithm output to manually prepared reference data are introduced. The experiments aimed at examining the performance achieved with various object detection algorithm parameter settings are presented and discussed
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- Category:
- Articles
- Type:
- artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
- Published in:
-
Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne
no. 18,
pages 43 - 48,
ISSN: 1732-1166 - Language:
- English
- Publication year:
- 2010
- Bibliographic description:
- Szczodrak M., Dalka P., Czyżewski A.: Performance evaulation of video object tracking algorithm in autonomous surveillance system// Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne. -Vol. 18., nr. Nr 8 (2010), s.43-48
- Verified by:
- Gdańsk University of Technology
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