Psychological Processes in Pattern Recognition

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