Generic target tracking using color

Yue Du; Jill D. Crisman

doi:10.1117/12.150228

6 August 1993 Generic target tracking using color

Yue Du, Jill D. Crisman

Proceedings Volume 2056, Intelligent Robots and Computer Vision XII: Active Vision and 3D Methods; (1993) https://doi.org/10.1117/12.150228
Event: Optical Tools for Manufacturing and Advanced Automation, 1993, Boston, MA, United States

Abstract

In this paper, we propose a method for quantitatively analyzing the performance of tracking algorithms for generic objects (objects about which the system has no prior knowledge). The sensitivity of algorithms are measured as a function of changes in scale, rotation, clipping, and brightness. We then compare our quantitative measures with a subjective evaluation of the algorithm's performance on real-world images. We use a simple color-based matched filtering algorithm to illustrate the method.

Citation Download Citation

Yue Du and Jill D. Crisman "Generic target tracking using color", Proc. SPIE 2056, Intelligent Robots and Computer Vision XII: Active Vision and 3D Methods, (6 August 1993); https://doi.org/10.1117/12.150228

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