Computer Image Processing and Recognition
Published on 1. January 1979
604 pages
978-0-323-14480-3 (ISBN)
Description
Computer Image Processing and Recognition
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E. L. Hall
Computer Image Processing and Recognition
Book
01/1979
Academic Press
€50.76
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Content
- Front Cover
- Computer Image Processing and Recognition
- Copyright Page
- Table of Contents
- Preface
- Acknowledgments
- List of Symbols
- Chapter 1. Introduction
- 1.1 Computer Image Processing and Recognition
- 1.2 Applications
- Introductory Bibliography
- Chapter 2. Image Formation and Perception
- 2.1 Introduction
- 2.2 Image Formation
- 2.3 Visual Perceptual Processing
- 2.4 Structural Models for Perceptual Processing
- 2.5 Computations Associated with Perception of Shapes and Patterns
- Bibliographical Guide
- Problems
- References
- Chapter 3. Computer Representation of Images
- 3.1 Three-Dimensional Imaging
- 3.2 Computer Representation of Natural Images
- 3.3 Two-Dimensional Transforms-Image Representation Using Orthogonal Functions and Matrices
- Bibliographical Guide
- Problems
- References
- Chapter 4. Image Enhancement and Restoration
- 4.1 Introduction
- 4.2 Contrast Enhancement
- 4.3 Geometric Transformations
- 4.4 Enhancement by Spatial Filtering
- 4.5 Introduction to Image Restoration
- 4.6 Motion Restoration
- Bibliographical Guide
- Computer Experiments
- Problems
- References
- Chapter 5. Reconstruction from Projections
- 5.1 Introduction
- 5.2 Fourier Transform Reconstruction
- 5.3 Convolution Algorithm
- 5.4 Algebraic Formulations
- 5.5 Filter Design for Reconstruction
- 5.6 Display of Reconstructed Images and Objects
- 5.7 Application to Medical Radiography
- Bibliographical Guide
- Problems
- References
- Chapter 6. Digital Television, Encoding, and Data Compression
- 6.1 Introduction
- 6.2 Reversible Information Preserving Picture Coding
- 6.3 Minimum Distortion Encoding
- 6.4 Predictive and Interpolative Coding
- 6.5 TV and Color Image Coding
- 6.6 Interframe Image Coding
- Bibliographical Guide
- Problems
- References
- Chapter 7. Scene Understanding
- 7.1 Introduction
- 7.2 Segmentation
- 7.3 Description of Regions
- 7.4 Relationships between Regions
- Bibliographical Guide
- Problems
- References
- Chapter 8. Scene Matching and Recognition
- 8.1 Introduction
- 8.2 Sequential Decision Rules for Hierarchical Search
- 8.3 Hierarchical Search Techniques for Scene Matching
- 8.4 Performance Evaluation of Scene Matching Methods
- 8.5 Conclusions and Discussion
- Bibliographical Guide
- Problems
- References
- Appendix: Processing Techniques for Linear Systems
- A. Introduction
- B. Matrix Representation
- Author Index
- Subject Index
