The Need for Accuracy Verification of Machine Vision Algorithms and Systems

Petkovic, Dragutin

doi:10.1109/CVPR.1989.37885

The Need for Accuracy Verification of Machine Vision Algorithms and Systems

Dragutin Petkovic

CVPR 1989 pp. 439-440

doi:10.1109/CVPR.1989.37885 /cvpr/1989/petkovic1989cvpr-need/

Abstract

The author summarizes important parameters and procedures for verifying the measurement and recognition (classification) accuracy of machine vision algorithms/systems. He asserts that current practice in this area is very inadequate, and proposes some measures to improve this situation. A survey of published machine vision research shows that the verification of algorithms/systems performance is very seldom done in an adequate manner, with claims made on the basis of 2-3 processed images.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>

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Cite

Text

Petkovic. "The Need for Accuracy Verification of Machine Vision Algorithms and Systems." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1989. doi:10.1109/CVPR.1989.37885

Markdown

[Petkovic. "The Need for Accuracy Verification of Machine Vision Algorithms and Systems." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1989.](https://mlanthology.org/cvpr/1989/petkovic1989cvpr-need/) doi:10.1109/CVPR.1989.37885

BibTeX

@inproceedings{petkovic1989cvpr-need,
  title     = {{The Need for Accuracy Verification of Machine Vision Algorithms and Systems}},
  author    = {Petkovic, Dragutin},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1989},
  pages     = {439-440},
  doi       = {10.1109/CVPR.1989.37885},
  url       = {https://mlanthology.org/cvpr/1989/petkovic1989cvpr-need/}
}