Frontiers of Pattern Recognition

Frontiers of Pattern Recognition

The Proceedings of the International Conference on Frontiers of Pattern Recognition

1st Edition - January 1, 1972

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  • Editor: Satosi Watanabe
  • eBook ISBN: 9781483268941

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Description

Frontiers of Pattern Recognition contains the proceedings of the International Conference on Frontiers of Pattern Recognition which took place on January 18-20, 1971, at the University of Hawaii, Honolulu. The compendium consists of 30 papers from authorities from eleven different countries, which describe the frontiers of pattern recognition as viewed from diverse viewpoints. Topics discussed include some techniques for recognizing structures in pictures, grammatical inference, syntactic pattern recognition and stochastic languages, and pattern cognition and the organization of information. Also covered are subjects on human face recognition, cluster analysis, and learning algorithms of pattern recognition in non-stationary conditions. Computer scientists, mathematicians, statisticians, linguists, and psychologists will find the book informative.

Table of Contents


  • Contributors

    Preface

    Some Techniques for Recognizing Structures in Pictures

    A Survey of Results in Grammatical Inference

    The Selection of Effective Attributes for Deciding Between Hypotheses Using Linear Discriminant Functions

    Boundary Detection of Radiographic Images by a Threshold Method

    A Hierarchy of Probability Density Function Estimates

    On Embedding Heuristics and Including Complexity Constraints into Convergent Learning Algorithms

    On Syntactic Pattern Recognition and Stochastic Languages

    Computer Identification of Bacteria by Colony Morphology

    On Linguistic, Statistical and Mixed Models for Pattern Recognition

    Pattern Cognition and the Organization of Information

    Experiments with an On-Line Picture Language

    A Basic Study on Human Face Recognition

    Cluster Analysis

    Adaptive Pattern Recognition: A State-Variable Approach

    On the Computation of Shape

    A "Crisis" in the Theory of Pattern Recognition

    Heuristic Use of Image Processing Technique for Theoretical Studies of Automata

    Relationship Between Organizing Capability and Information Utilized for System Organization

    A Priori Problem Knowledge and Training Samples

    Structural Pattern Recognition: Primitives and Juxtaposition Relations

    Pattern Recognition and Group Theory

    Bounds on the Complexity of Grammars

    Picture Graphs, Grammars, and Parsing

    Sample Set Condensation for a Condensed Nearest Neighbor Decision Rule for Pattern Recognition

    Learning Algorithms of Pattern Recognition in Non-Stationary Conditions

    Idealized Pattern Recognition

    Pattern Recognition as Information Compression

    Scene Understanding Systems

    Least-Mean-Square Approach to Pattern Classification

    Closing Remarks

    Author Index

    Subject Index

Product details

  • No. of pages: 614
  • Language: English
  • Copyright: © Academic Press 1972
  • Published: January 1, 1972
  • Imprint: Academic Press
  • eBook ISBN: 9781483268941

About the Editor

Satosi Watanabe

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