Digital Picture Processing, 2nd Edition

Digital Picture Processing, 2nd Edition

by Azriel Rosenfeld, Avinash C. Kak
Released January 2014
Publisher(s): Morgan Kaufmann
ISBN: 9780323139915

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Book description

The rapid rate at which the field of digital picture processing has grown in the past five years had necessitated extensive revisions and the introduction of topics not found in the original edition.

Table of contents

  1. Front Cover
  2. Digital Picture Processing
  3. Copyright Page
  4. Table of Contents
  5. Preface
  6. Acknowledgments
  7. Contents of Volume 2
  8. Chapter 1. Introduction
    1. 1.1 Picture Processing
    2. 1.2 Scenes, Images, and Digital Pictures (1/2)
    3. 1.2 Scenes, Images, and Digital Pictures (2/2)
    4. 1.3 A Guide to the Literature
    5. References
  9. Chapter 2. Mathematical Preliminaries
    1. 2.1 Linear Operations on Pictures
    2. 2.2 Discrete Picture Transforms (1/2)
    3. 2.2 Discrete Picture Transforms (2/2)
    4. 2.3 Random Variables (1/2)
    5. 2.3 Random Variables (2/2)
    6. 2.4 Random Fields (1/2)
    7. 2.4 Random Fields (2/2)
    8. 2.5 Vector Space Representation of Images
    9. References
  10. Chapter 3. Visual Perception
    1. 3.1 Brightness and Contrast
    2. 3.2 Acuity and Contour (1/2)
    3. 3.2 Acuity and Contour (2/2)
    4. 3.3 Color
    5. 3.4 Pattern and Texture
    6. 3.5 Shape and Space
    7. 3.6 Duration and Motion
    8. 3.7 Detection and Recognition
    9. References
  11. Chapter 4. Digitization
    1. 4.1 Sampling Using an Array of Points (1/5)
    2. 4.1 Sampling Using an Array of Points (2/5)
    3. 4.1 Sampling Using an Array of Points (3/5)
    4. 4.1 Sampling Using an Array of Points (4/5)
    5. 4.1 Sampling Using an Array of Points (5/5)
    6. 4.2 Sampling Using Orthonormal Functions (1/3)
    7. 4.2 Sampling Using Orthonormal Functions (2/3)
    8. 4.2 Sampling Using Orthonormal Functions (3/3)
    9. 4.3 Quantization of Picture Samples (1/2)
    10. 4.3 Quantization of Picture Samples (2/2)
    11. 4.4 Bibliographical Notes
    12. References
  12. Chapter 5. Compression
    1. 5.1 Transform Compression (1/3)
    2. 5.1 Transform Compression (2/3)
    3. 5.1 Transform Compression (3/3)
    4. 5.2 Fast Implementation of KL Compression (1/4)
    5. 5.2 Fast Implementation of KL Compression (2/4)
    6. 5.2 Fast Implementation of KL Compression (3/4)
    7. 5.2 Fast Implementation of KL Compression (4/4)
    8. 5.3 Fourier, Hadamard, and Cosine Transform Compression (1/3)
    9. 5.3 Fourier, Hadamard, and Cosine Transform Compression (2/3)
    10. 5.3 Fourier, Hadamard, and Cosine Transform Compression (3/3)
    11. 5.4 Bit Allocation in Transform Compression
    12. 5.5 Predictive Compression (1/3)
    13. 5.5 Predictive Compression (2/3)
    14. 5.5 Predictive Compression (3/3)
    15. 5.6 Block Truncation Compression
    16. 5.7 Error-Free Compression (1/3)
    17. 5.7 Error-Free Compression (2/3)
    18. 5.7 Error-Free Compression (3/3)
    19. 5.8 More on Compression Techniques
    20. 5.9 The Rate-Distortion Function (1/2)
    21. 5.9 The Rate-Distortion Function (2/2)
    22. 5.10 Bibliographical Notes
    23. References
  13. Chapter 6. Enhancement
    1. 6.1 Quality (1/3)
    2. 6.1 Quality (2/3)
    3. 6.1 Quality (3/3)
    4. 6.2 Gray Scale Modification (1/3)
    5. 6.2 Gray Scale Modification (2/3)
    6. 6.2 Gray Scale Modification (3/3)
    7. 6.3 Sharpening (1/3)
    8. 6.3 Sharpening (2/3)
    9. 6.3 Sharpening (3/3)
    10. 6.4 Smoothing (1/3)
    11. 6.4 Smoothing (2/3)
    12. 6.4 Smoothing (3/3)
    13. 6.5 Bibliographical Notes
    14. References
  14. Chapter 7. Restoration
    1. 7.1 The a Priori Knowledge Required in Restoration (1/2)
    2. 7.1 The a Priori Knowledge Required in Restoration (2/2)
    3. 7.2 Inverse Filtering
    4. 7.3 Least Squares Filtering (1/2)
    5. 7.3 Least Squares Filtering (2/2)
    6. 7.4 Least Squares Filtering: The Discrete Case (1/2)
    7. 7.4 Least Squares Filtering: The Discrete Case (2/2)
    8. 7.5 Constrained Deconvolution (1/4)
    9. 7.5 Constrained Deconvolution (2/4)
    10. 7.5 Constrained Deconvolution (3/4)
    11. 7.5 Constrained Deconvolution (4/4)
    12. 7.6 Recursive Filtering (1/4)
    13. 7.6 Recursive Filtering (2/4)
    14. 7.6 Recursive Filtering (3/4)
    15. 7.6 Recursive Filtering (4/4)
    16. 7.7 Some Further Restoration Methods (1/3)
    17. 7.7 Some Further Restoration Methods (2/3)
    18. 7.7 Some Further Restoration Methods (3/3)
    19. 7.8 Bibliographical Notes
    20. References (1/2)
    21. References (2/2)
  15. Chapter 8. Reconstruction (1/2)
  16. Chapter 8. Reconstruction (2/2)
    1. 8.1 Methods for Generating Projection Data
    2. 8.2 The Fourier Slice Theorem
    3. 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (1/3)
    4. 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (2/3)
    5. 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (3/3)
    6. 8.4 Aliasing Artifacts in Reconstructed Images (1/2)
    7. 8.4 Aliasing Artifacts in Reconstructed Images (2/2)
    8. 8.5 Noise in Reconstructed Images (1/2)
    9. 8.5 Noise in Reconstructed Images (2/2)
    10. 8.6 Reconstruction from Fan Projections (1/4)
    11. 8.6 Reconstruction from Fan Projections (2/4)
    12. 8.6 Reconstruction from Fan Projections (3/4)
    13. 8.6 Reconstruction from Fan Projections (4/4)
    14. 8.7 Algebraic Reconstruction Techniques (1/3)
    15. 8.7 Algebraic Reconstruction Techniques (2/3)
    16. 8.7 Algebraic Reconstruction Techniques (3/3)
    17. 8.8 Bibliographical Notes
    18. References
  17. Index (1/2)
  18. Index (2/2)

Product information

  • Title: Digital Picture Processing, 2nd Edition
  • Author(s): Azriel Rosenfeld, Avinash C. Kak
  • Release date: January 2014
  • Publisher(s): Morgan Kaufmann
  • ISBN: 9780323139915