DocumentCode
3428180
Title
Performance evaluation metrics for motion detection and tracking
Author
Schlögl, T. ; Beleznai, C. ; Winter, M. ; Bischof, H.
Author_Institution
Advanced Comput. Vision GmbH - ACV, Vienna, Austria
Volume
4
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
519
Abstract
This work introduces a methodology for evaluating the operational range of a video surveillance system in terms of robustness and reliability. We propose the generation of semi and full-synthetic video sequences under controlled variation of selected parameters. This data provides the necessary ground truth information for evaluating the motion detection and tracking systems. In addition, we propose several error metrics for quantitative evaluation.
Keywords
image motion analysis; image sequences; surveillance; tracking; video signal processing; motion detection; synthetic video sequence; tracking system; video surveillance system; Computer errors; Computer graphics; Computer vision; Motion detection; Motion segmentation; Reliability engineering; Systems engineering and theory; Target tracking; Video sequences; Video surveillance;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1333825
Filename
1333825
Link To Document