Psychological Processes in Pattern Recognition - 1st Edition - ISBN: 9780125853507, 9781483263342

Psychological Processes in Pattern Recognition

1st Edition

Authors: Stephen K. Reed
Editors: E. C. Carterette M. P. Friedman
eBook ISBN: 9781483263342
Imprint: Academic Press
Published Date: 28th October 1973
Page Count: 260
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Description

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.

Table of Contents


Preface


Acknowledgments


I. Introduction


Information-Processing Models


Content and Organization


Part 1. Representation


II. Features, Templates, and Schemata


Features


Concrete Images


Schema Theory


Summary


III. Structural Descriptions


Spatial Relations and Development


Structural Models in Artificial Intelligence


Structural Models in Psychology


Summary


Part 2. Temporal Effects


IV. Serial or Parallel Matching


Multidimensional Matching


Sternberg's Theory


Neisser's Theory


Identification and Classification


Summary


V. Iconic Storage


Evidence for Iconic Storage


Serial Scan


Parallel Scan


Visual Masking


Summary


Part 3. Memory Codes


VI. Visual and Verbal Codes


Matching Names and Images


Visual Representations in Long-Term Memory


Verbal Descriptions in Recognition and Recall


Accuracy of Visual Images


Summary


VII. Memory Models: Components and Networks


Multicomponent Models


Applications of Component Models


Network Models


Summary


Part 4. Perceptual Classification


VIII. Probability Models


Probabilistic or Deterministic Decision Rules


Discriminant Analysis


Summation of Cue Validities


Summary


IX. Distance Models


Classification and Attention


Saliency and Validity

Details

No. of pages:
260
Language:
English
Copyright:
© Academic Press 1973
Published:
Imprint:
Academic Press
eBook ISBN:
9781483263342

About the Author

Stephen K. Reed

About the Editor

E. C. Carterette

M. P. Friedman

Ratings and Reviews