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Avtomatika i Telemekhanika, 2012, Issue 4, Pages 151–161
(Mi at3795)
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This article is cited in 2 scientific papers (total in 2 papers)
Control in Social Economic Systems, Medicine, and Biology
Pattern recognition by indexing
A. M. Mikhailov Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia
Abstract:
We consider a set-theoretic approach to pattern recognition and introduce the definition of an index for patterns and inverse patterns. Unlike traditional recognition methods, in our approach pattern identification reduces to operations with inverse patterns. We show that these novel notions let us significantly reduce the computational load by replacing pattern comparison operations with a much smaller number of inverse pattern intersection operations.
Citation:
A. M. Mikhailov, “Pattern recognition by indexing”, Avtomat. i Telemekh., 2012, no. 4, 151–161; Autom. Remote Control, 73:4 (2012), 717–724
Linking options:
https://www.mathnet.ru/eng/at3795 https://www.mathnet.ru/eng/at/y2012/i4/p151
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