Performance Evaluation of Graphics Recognition Algorithms: Principles and Applications

  • Authors:
  • Affiliations:
  • Venue:
  • ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
  • Year:
  • 1998

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Abstract

We propose some principles for performance evaluation of graphics recognition algorithms. The main principles include using continuous values of matching degree instead of binary values, selecting objective-driven and comprehensive performance contents, and defining metrics quantitatively, normatively, objectively, and compatibly with the human vision evaluation.