Synthesis of statistical algorithms for recognition of patterns set by composite standard descriptions

Authors

  • G. V. Pevtsov Kharkiv, Ukraine

DOI:

https://doi.org/10.3103/S0735272704120088

Abstract

A model for a composite standard description of recognizable patterns is suggested as a totality of miscellaneous components. The model is a generalization of the former complex standard description and is used for the development of a new method of synthesis embodied in several algorithms of pattern recognition based on checking some complex statistical hypotheses. An example of synthesis of a particular algorithm for pattern recognition is included.

References

  1. PEVTSOV, G.V. "Synthesis of an algorithm for electromagnetic radiation recognition on the basis of the Bayesian rule of the complex hypotheses check," Izv. VUZ. Radioelektronika, v.41, n.4, p.49-57, 1998.
  2. PEVTSOV, G.V. "Sintez algoritmov raspoznavaniia obrazov, zadannykh slozhnymi etalonnymi opisaniiami v metrike azimutov na istochniki radioizluchenii," Izv. VUZ. Radioelektronika, v.43, n.4, p.38-45, 2000.
  3. PEVTSOV, G.V.; LUPANDIN, V.A. "Algorithms synthesis of multialternative image recognition on the basis of checking complex statistical hypotheses by the criterion of a posteriori probability maximum value," Izv. VUZ. Radioelektronika, v.44, n.11, p.77-80, 2001.
  4. LEVIN, B.R. Theoretical Foundations of Statistical Radio Engineering, Book 2 [in Russian]. Moscow: Sov. Radio, 1975.

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Published

2004-12-08

Issue

Vol. 47 No. 12 (2004)

Section

Research Articles