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3D Ground-Truth Systems for Object/Human Recognition and Tracking

Published

Author(s)

Afzal A. Godil, Roger V. Bostelman, Kamel Saidi, William P. Shackleford, Geraldine Cheok, Michael O. Shneier, Tsai H. Hong

Abstract

We have been researching 3D ground-truth systems for performance evaluation of vision and perception systems in the fields of smart manufacturing and robotics safety. In this paper we first present an overview of different systems that have been used to provide ground-truth (GT) measurements and then we discuss the advantages of physically-sensed ground-truth systems for our applications. Then we discuss in detail the three ground- truth systems that we have used in our experiments, the systems are: ultra wide-band, indoor GPS, and motion capture system. Finally, we discuss three different perception-evaluation experiments where we have used these GT systems.
Proceedings Title
Proceedings of Computer Vision Pattern Recognition Conference 2013
Conference Dates
June 23-28, 2013
Conference Location
Portland, OR, US

Keywords

Manufacture, standards, robotics, ground truth, performance evaluation, perception

Citation

Godil, A. , Bostelman, R. , Saidi, K. , Shackleford, W. , Cheok, G. , Shneier, M. and Hong, T. (2013), 3D Ground-Truth Systems for Object/Human Recognition and Tracking, Proceedings of Computer Vision Pattern Recognition Conference 2013, Portland, OR, US, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=913818 (Accessed October 23, 2021)
Created June 27, 2013, Updated October 12, 2021