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Stevens Point, NY, United States

Blasch E.,U.S. Air force | Yang C.,Sigtem Technology, Inc. | Kadar I.,Interlink science Systems Inc. | Chen G.,I Technology Inc. | Bai L.,Temple University
Proceedings of SPIE - The International Society for Optical Engineering | Year: 2012

There are hosts of target tracking algorithm approaches, each valued with respect to the scenario operating conditions (e.g. sensors, targets, and environments). Due to the application complexity, no algorithm is general enough to be widely applicable, nor is a tailored algorithm able to meet variations in specific scenarios. Thus, to meet real world goals, multitarget tracking (MTT) algorithms need to undergo performance assessment for (a) bounding performance over various operating conditions, (b) managing expectations and applicability for user acceptance, and (c) understanding the constraints and supporting information for reliable and robust performance. To meet these challenges, performance assessment should strive for three goals: (1) challenge problem scenarios with a rich variety of operating conditions, (2) a standard, but robust, set of metrics for evaluation, and (3) design of experiments for sensitivity analysis over parameter variation of models, uncertainties, and measurements. © 2012 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE). Source

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