Standard metrics for a plug-and-play tracker
2012
The Motion Imagery Standards Board (MISB) has previously established a metadata "micro-architecture" for
standards-based tracking. The intent of this work is to facilitate both the collaborative development of competent
tracking systems, and the potentially distributed and dispersed execution of tracker system components in real-world
execution environments. The approach standardizes a set of five quasi-sequential modules in image-based tracking.
However, in order to make the plug-and-play architecture truly useful we need metrics associated with each module
(so that, for instance, a researcher who "plugs in" a new component can ascertain whether he/she did better or worse
with the component). This paper proposes the choice of a new, unifying set of metrics based on an informationtheoretic
approach to tracking, which the MISB is nominating as DoD/IC/NATO standards.
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