Syntactic Methods in Pattern Recognition - ISBN:0122695607

Syntactic Methods in Pattern Recognition

Date: 09 June 2011, 04:41

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During the past fifteen years there has been a considerable growth of interest in problems of pattern recognition. This interest has created an increasing need for methods and techniques for use in the design of pattern recognition systems. Contributions to the blossoming of this area have come from many disciplines, including statistics, psychology, linguistics, computer science, biology, taxonomy, switching theory, communication theory, control theory, and operations research. Many different approaches have been proposed and a number of books have been published. Most books published so far deal with the so-called decision-theoretic or discriminant approach. Recently, perhaps stimulated by the problems of picture recognition and scene analysis, the syntactic or structural approach has been proposed, and some preliminary results from applying this approach have shown it to be quite promising. This monograph treats the problems of pattern recognition by use of the syntactic approach. It is intended to be of use both as a reference for systems engineers and computer scientists and as a supplementary textbook for courses in pattern recognition. The presentation is kept concise, and background information on formal languages and syntax analysis is included.

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