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Syntactic Pattern Recognition, Applications

The many different mathematical techniques used to solve pattem recognition problems may be grouped into two general approaches: the decision-theoretic (or discriminant) approach and the syntactic (or structural) approach. In the decision-theoretic approach, aset of characteristic measurements, call...

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Bibliographic Details
Other Authors: Fu, K.S. (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 1977, 1977
Edition:1st ed. 1977
Series:Communication and Cybernetics
Subjects:
Humanities And Social Sciences
Humanities
Social Sciences
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 1. Introduction to Syntactic Pattern Recognition.
  • 1.1 Syntactic (Structural) Approach to Pattern Recognition
  • 1.2 Syntactic Pattern Recognition System
  • 1.3 Selection of Pattern Primitives
  • 1.4 Pattern Grammar
  • 1.5 High-Dimensional Pattern Grammars
  • 1.6 Syntax Analysis as Recognition Procedure
  • 1.7 Concluding Remarks
  • References
  • 2. Peak Recognition in Waveforms.
  • 2.1 What is a Peak?
  • 2.2 Practical Peak Recognition
  • 2.3 Application to Electrocardiography
  • 2.4 Concluding Remarks
  • References
  • 3. Electrocardiogram Interpretation Using a Stochastic Finite State Model.
  • 3.1 The Interpretation Problem
  • 3.2 A Solution to the Interpretation Problem
  • 3.3 A Simple Example
  • 3.4 Application to Analog Signal Processing
  • 3.5 An Example Application
  • 3.6 The Solution to the Clock Signal Interpretation Problem
  • 3.7 A Sample Clock Signal Search Tree
  • 3.8 Conclusion
  • References
  • 4. Syntactic Recognition of Speech Patterns.
  • 4.1 Background
  • 4.2 Preprocessing and Feature Extraction
  • 4.3 Syntax-Controlled Segmentation of Continuous Speech
  • 4.4 Syntactic Recognition of Syllables and Words
  • 4.5 Linguistic Interpretation of Speech Patterns
  • 4.6 Automatic Learning of Speech Patterns
  • 4.7 Conclusions
  • References
  • 5. Chinese Character Recognition.
  • 5.1 Historical
  • 5.2 The Morphology of Chinese Characters
  • 5.3 Recognition of Chinese Characters
  • References
  • 6. Shape Discrimination.
  • 6.1 Basic Considerations
  • 6.2 Description of Contours in Terms of Polygons
  • 6.3 Description of the Shape of Polygons
  • 6.4 Fundamentals of Decomposition
  • 6.5 Further Decomposition and Shape Description
  • 6.6 Decomposition of Polygons with Holes
  • 6.7 Implementation of the Decomposition Algorithm
  • 6.8 Discussion of the Methodology
  • References
  • 7. Two-Dimensional Mathematical Notation.
  • 7.1 Mathematics Notation
  • 7.2 Coordinate Grammars
  • 7.3 A Syntax-Directed Recognition Algorithm
  • 7.4 Scope of Recognition Capability
  • 7.5 Implementation and Efficiency
  • 7.6 Summary
  • Appendix 7.A
  • Appendix 7.B
  • References
  • 8. Fingerprint Classification.
  • 8.1 Historical Background
  • 8.2 Syntactic Approach
  • 8.3 Tree Grammar Approach to Fingerprint Pattern Recognition
  • 8.4 Summary
  • References
  • 9. Modeling of Earth Resources Satellite Data.
  • 9.1 The Satellite Data
  • 9.2 The Model
  • 9.3 Details of the Analysis
  • 9.4 Inferring a Grammar for the Highways
  • 9.5 Summary
  • References
  • 10. Industrial Objects and Machine Parts Recognition.
  • 10.1 A Short Review of Leading Ideas
  • 10.2 Levels of Knowledge
  • 10.3 Hardware
  • 10.4 Software
  • 10.5 Pattern Recognition
  • 10.6 Conclusions
  • References

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