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Related Experiment Video

Updated: Feb 18, 2026

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Performance Measures for Geometric Fitting in the NIST Algorithm Testing and Evaluation Program for Coordinate

Theodore H Hopp1, Mark S Levenson1

  • 1National Institute of Standards and Technology, Gaithersburg, MD 20899-0001.

Journal of Research of the National Institute of Standards and Technology
|November 21, 2017
PubMed
Summary
This summary is machine-generated.

The NIST Calibration Program

Keywords:
algorithm testing servicecomputational metrologycoordinate measurement systemsdimensional metrologygeometric fittingmeasurement uncertaintymechanical tolerancingorthogonal distance regressionsoftware uncertainty

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Area of Science:

  • Metrology and Measurement Science
  • Computational Geometry and Algorithm Analysis

Background:

  • Coordinate Measurement Systems (CMS) are crucial for industrial inspection.
  • Performance evaluation of geometric fitting software in CMS is essential for accuracy.
  • NIST offers the Algorithm Testing and Evaluation Program for Coordinate Measurement Systems (ATEP-CMS) as a Special Test Service.

Purpose of the Study:

  • To document and explain the rationale behind performance measures in ATEP-CMS.
  • To analyze the uncertainties associated with these performance measures.
  • To provide a foundation for the experimental NIST service.

Main Methods:

  • Development of performance metrics for geometric fitting software.
  • Analysis of uncertainty propagation for the chosen performance measures.
  • Documentation of the ATEP-CMS methodology.

Main Results:

  • Established a clear rationale for ATEP-CMS performance measures.
  • Quantified the uncertainties inherent in the ATEP-CMS evaluation.
  • Provided a framework for assessing geometric fitting software performance.

Conclusions:

  • ATEP-CMS offers a novel, albeit experimental, NIST service for CMS software.
  • Understanding the rationale and uncertainties of performance measures is key to interpreting ATEP-CMS results.
  • This work supports the advancement of accurate and reliable coordinate measurement.