Psychological Processes in Pattern Recognition

Psychological Processes in Pattern Recognition

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Psychological Processes in Pattern Recognition describes information-processing models of pattern recognition. This book is organized into five parts encompassing 11 chapters that particularly focus on visual pattern recognition and the many issues relevant to a more general theory of pattern recognition. The first three parts cover the representation, temporal effects, and memory codes of pattern recognition. These parts include the features, templates, schemata, and structural descriptions of information processing models. The principles of parallel matching, iconic storage, and the components and networks of memory codes are also considered. The remaining two parts look into the perceptual classification and response selection of pattern recognition. These parts specifically tackle the development of probability, distance, and recognition models. This book is intended primarily for psychologists, graduate students, and researchers who are interested in the problems of pattern recognition and human information processing.For example, the relationship isa defines set membership as in the statement a dog isa animal. Has defines property relations: a dog has feet. In this case dog is a node and isa and has are relations attached to that node. The addition of more anbsp;...

Title:Psychological Processes in Pattern Recognition
Author: Stephen K. Reed
Publisher:Academic Press - 2013-09-11

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