DOI: https://doi.org/10.3103/S0735272704120088
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Synthesis of statistical algorithms for recognition of patterns set by composite standard descriptions

G. V. Pevtsov

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.

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References


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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.

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