Image-based tracker performance metric

Teresa L. P. Olson; Robert Stanfill

doi:10.1117/12.472596

1 July 2002 Image-based tracker performance metric

Teresa L. P. Olson, Robert Stanfill

Proceedings Volume 4714, Acquisition, Tracking, and Pointing XVI; (2002) https://doi.org/10.1117/12.472596
Event: AeroSense 2002, 2002, Orlando, FL, United States

Abstract

Currently, there is no standard quantitative measure of the performance of an image-based tracker algorithm. It is usually described as remaining in track for the entire run or losing track at some point during a run. This is purely a qualitative evaluation. Without a quantitative measure it becomes difficult to accurately evaluate the performance of a tracker algorithm. We have developed the Tracker Performance Metric (TPM) specifically for this purpose. It was designed to measure the output performance, on a frame-by-frame basis, using its output position and quality (sometimes referred to as confidence) state. The TPM can also be used as a measure of algorithm performance to compare against the Trackability Metric. The Trackability Metric was developed by AMCOM to determine how trackable a set of data should be. The TPM will be described and results presented.

Citation Download Citation

Teresa L. P. Olson and Robert Stanfill "Image-based tracker performance metric", Proc. SPIE 4714, Acquisition, Tracking, and Pointing XVI, (1 July 2002); https://doi.org/10.1117/12.472596

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KEYWORDS

Detection and tracking algorithms

Quality measurement

Missiles

MATLAB

Statistical analysis

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