Pattern recognition by indexing

Pattern recognition by indexing

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Article ID: iaor20123715
Volume: 73
Issue: 4
Start Page Number: 717
End Page Number: 724
Publication Date: Apr 2012
Journal: Automation and Remote Control
Authors:
Keywords: control
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.

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