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Proceedings Paper

Framework for the evaluation and selection of algorithms for pattern recognition problems
Author(s): Ahmed Sharaf Eldin; A. S. Nouh
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Paper 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.

Paper Details

Date Published: 9 March 1999
PDF: 4 pages
Proc. SPIE 3715, Optical Pattern Recognition X, (9 March 1999); doi: 10.1117/12.341319
Show Author Affiliations
Ahmed Sharaf Eldin, King Saud Univ. (Saudi Arabia)
A. S. Nouh, King Saud Univ. (Saudi Arabia)


Published in SPIE Proceedings Vol. 3715:
Optical Pattern Recognition X
David P. Casasent; Tien-Hsin Chao, Editor(s)

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