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Proceedings Paper

Real-world tracking system performance evaluation
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Paper Abstract

Preliminary tracking system design and analysis is typically done using simulated data in which the target truth is known and many techniques have been developed for evaluating performance under these conditions. However, there is a notable lack of any consistent approach for evaluating tracker performance for real data in which there may be an unknown number of targets of opportunity whose trajectories are not known. In addition, the background clutter/false alarm environment may be unknown so that an important analysis task is to determine the most accurate background models. This paper proposes a set of criteria for evaluating the tracks that are formed using real data collected in the field in the presence of an unknown number of targets of opportunity. These criteria include duration, update history, and measures of kinematic and data association consistency. A scoring method is developed and the use of these criteria for system design is discussed.

Paper Details

Date Published: 7 August 2002
PDF: 7 pages
Proc. SPIE 4728, Signal and Data Processing of Small Targets 2002, (7 August 2002); doi: 10.1117/12.478527
Show Author Affiliations
Samuel S. Blackman, Raytheon Electronic Systems (United States)
Robert J. Dempster, Raytheon Electronic Systems (United States)

Published in SPIE Proceedings Vol. 4728:
Signal and Data Processing of Small Targets 2002
Oliver E. Drummond, Editor(s)

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