Psychological Processes in Pattern Recognition
- 1st Edition - October 28, 1973
- Latest edition
- Author: Stephen K. Reed
- Editors: E. C. Carterette, M. P. Friedman
- Language: English
Psychological Processes in Pattern Recognition describes information-processing models of pattern recognition. This book is organized into five parts encompassing 11 chapters that… Read more
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.
PrefaceAcknowledgments I. Introduction Information-Processing Models Content and OrganizationPart 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 SummaryPart 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 SummaryPart 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 SummaryPart 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 Categorization Models Additivity SummaryPart 5. Response Selection X. Set and Bias Effects of Set Encoding Strategies Word Recognition and Response Bias Summary XI. Recognition Models Choice Models Pattern Similarities Analysis-by-Synthesis Summary XII. OverviewReferencesIndex
- Edition: 1
- Latest edition
- Published: October 28, 1973
- Language: English
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