Measurement Science for 6DOF object pose ground truth

Published

June 28, 2013

Author(s)

Roger D. Eastman, Jeremy Marvel, Joseph Falco, Tsai H. Hong

Abstract

Users of perception systems in industrial manufacturing applications need standardized, third party ground truth procedures to validate system performance before deployment. Many manufacturing robotic applications require parts and assemblies to be perceived, inspected or grasped, and therefore need accurate perception of object pose to six degrees of freedom (6DOF) in X, Y, Z position with roll, pitch and yaw. A standardized 6DOF ground truth system should include test procedures, algorithms, artifacts, fixtures, and measurement equipment all openly documented so manufacturers, vendors, and researchers can recreate and apply the procedures. This article reports on efforts to develop an industrial standard for 6DOF pose measurement, including the design of test methods using a laser-tracker, an aluminum fixture pose fixture, and modular, medium density fiberboard (MDF) pose fixture.

Proceedings Title

Proceedings of the Computer Vision Pattern Recognition 2013

Conference Dates

June 23-28, 2013

Conference Location

Portland, OR, US

Pub Type

Conferences

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Keywords

Manufacture, standards, artifacts, ground truth, 6DOF, measurement

Citation

Eastman, R. , Marvel, J. , Falco, J. and Hong, T. (2013), Measurement Science for 6DOF object pose ground truth, Proceedings of the Computer Vision Pattern Recognition 2013, Portland, OR, US, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=913794 (Accessed October 10, 2024)