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Moving object tracking algorithm evaluation in autonomous surveillance system

Abstract

Results of evaluation of video object tracking algorithm being a part of an autonomous surveillance system are presented. The algorithm was investigated employing a set of benchmarks recorded locally. The precision of object detection, evaluated with such metrics as fragmentation, object area recall and object precision, is in focus. The experiments aimed at examining the detection quality using various object detection algorithm parameter settings are described. The analysis of results of carried out experiments is included.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
IEEE International Conference on Multimedia Communications, Services and Security, MSCC 2010, Kraków, 6-7 May 2010 strony 219 - 223
Language:
English
Publication year:
2010
Bibliographic description:
Szczodrak M., Dalka P., Czyżewski A.: Moving object tracking algorithm evaluation in autonomous surveillance system// IEEE International Conference on Multimedia Communications, Services and Security, MSCC 2010, Kraków, 6-7 May 2010/ ed. eds. Jacek Danda, Jan Derkacz, Andrzej Glowacz. Kraków: , 2010, s.219-223
Verified by:
Gdańsk University of Technology

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