Framework for the evaluation and selection of algorithms for pattern recognition problems

Ahmed Sharaf Eldin; A. S. Nouh

doi:10.1117/12.341319

9 March 1999 Framework for the evaluation and selection of algorithms for pattern recognition problems

Ahmed Sharaf Eldin, A. S. Nouh

Proceedings Volume 3715, Optical Pattern Recognition X; (1999) https://doi.org/10.1117/12.341319
Event: AeroSense '99, 1999, Orlando, FL, United States

Abstract

This paper presents a methodology to evaluate and compare different algorithms for general pattern recognition problems. An abstract framework for considering the selection of algorithms is presented and used for the character recognition problem. It includes a problem space, an algorithm space, a subset of algorithms from which selection is to be made, and measures of the performance of algorithms. Numerical experiments are run to evaluate some statistical algorithms for the character recognition problem.

Citation Download Citation

Ahmed Sharaf Eldin and A. S. Nouh "Framework for the evaluation and selection of algorithms for pattern recognition problems", Proc. SPIE 3715, Optical Pattern Recognition X, (9 March 1999); https://doi.org/10.1117/12.341319

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