A Computational Introduction to Digital Image Processing, 2nd Edition

A Computational Introduction to Digital Image Processing, 2nd Edition

by Alasdair McAndrew
Released October 2015
Publisher(s): Chapman and Hall/CRC
ISBN: 9781482247336

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Book description

This bestseller explores the nature and use of digital images and shows how they can be obtained, stored, and displayed. Along with MATLAB, this second edition now includes GNU Octave and Python. Programs are written as modular as possible, allowing for greater flexibility, code reuse, and conciseness. This edition also contains new images, redrawn diagrams, and new discussions of edge-preserving blurring filters, ISODATA thresholding, Radon transform, corner detection, retinex algorithm, LZW compression, and other topics.

Table of contents

  1. Front Cover
  2. Dedication
  3. Contents
  4. Preface (1/2)
  5. Preface (2/2)
  6. Chapter 1 - Introduction (1/4)
  7. Chapter 1 - Introduction (2/4)
  8. Chapter 1 - Introduction (3/4)
  9. Chapter 1 - Introduction (4/4)
  10. Chapter 2 - Images Files and File Types (1/5)
  11. Chapter 2 - Images Files and File Types (2/5)
  12. Chapter 2 - Images Files and File Types (3/5)
  13. Chapter 2 - Images Files and File Types (4/5)
  14. Chapter 2 - Images Files and File Types (5/5)
  15. Chapter 3 - Image Display (1/5)
  16. Chapter 3 - Image Display (2/5)
  17. Chapter 3 - Image Display (3/5)
  18. Chapter 3 - Image Display (4/5)
  19. Chapter 3 - Image Display (5/5)
  20. Chapter 4 - Point Processing (1/4)
  21. Chapter 4 - Point Processing (2/4)
  22. Chapter 4 - Point Processing (3/4)
  23. Chapter 4 - Point Processing (4/4)
  24. Chapter 5 - Neighborhood Processing (1/8)
  25. Chapter 5 - Neighborhood Processing (2/8)
  26. Chapter 5 - Neighborhood Processing (3/8)
  27. Chapter 5 - Neighborhood Processing (4/8)
  28. Chapter 5 - Neighborhood Processing (5/8)
  29. Chapter 5 - Neighborhood Processing (6/8)
  30. Chapter 5 - Neighborhood Processing (7/8)
  31. Chapter 5 - Neighborhood Processing (8/8)
  32. Chapter 6 - Image Geometry (1/5)
  33. Chapter 6 - Image Geometry (2/5)
  34. Chapter 6 - Image Geometry (3/5)
  35. Chapter 6 - Image Geometry (4/5)
  36. Chapter 6 - Image Geometry (5/5)
  37. Chapter 7 - The Fourier Transform (1/9)
  38. Chapter 7 - The Fourier Transform (2/9)
  39. Chapter 7 - The Fourier Transform (3/9)
  40. Chapter 7 - The Fourier Transform (4/9)
  41. Chapter 7 - The Fourier Transform (5/9)
  42. Chapter 7 - The Fourier Transform (6/9)
  43. Chapter 7 - The Fourier Transform (7/9)
  44. Chapter 7 - The Fourier Transform (8/9)
  45. Chapter 7 - The Fourier Transform (9/9)
  46. Chapter 8 - Image Restoration (1/6)
  47. Chapter 8 - Image Restoration (2/6)
  48. Chapter 8 - Image Restoration (3/6)
  49. Chapter 8 - Image Restoration (4/6)
  50. Chapter 8 - Image Restoration (5/6)
  51. Chapter 8 - Image Restoration (6/6)
  52. Chapter 9 - Image Segmentation (1/10)
  53. Chapter 9 - Image Segmentation (2/10)
  54. Chapter 9 - Image Segmentation (3/10)
  55. Chapter 9 - Image Segmentation (4/10)
  56. Chapter 9 - Image Segmentation (5/10)
  57. Chapter 9 - Image Segmentation (6/10)
  58. Chapter 9 - Image Segmentation (7/10)
  59. Chapter 9 - Image Segmentation (8/10)
  60. Chapter 9 - Image Segmentation (9/10)
  61. Chapter 9 - Image Segmentation (10/10)
  62. Chapter 10 - Mathematical Morphology (1/8)
  63. Chapter 10 - Mathematical Morphology (2/8)
  64. Chapter 10 - Mathematical Morphology (3/8)
  65. Chapter 10 - Mathematical Morphology (4/8)
  66. Chapter 10 - Mathematical Morphology (5/8)
  67. Chapter 10 - Mathematical Morphology (6/8)
  68. Chapter 10 - Mathematical Morphology (7/8)
  69. Chapter 10 - Mathematical Morphology (8/8)
  70. Chapter 11 - Image Topology (1/9)
  71. Chapter 11 - Image Topology (2/9)
  72. Chapter 11 - Image Topology (3/9)
  73. Chapter 11 - Image Topology (4/9)
  74. Chapter 11 - Image Topology (5/9)
  75. Chapter 11 - Image Topology (6/9)
  76. Chapter 11 - Image Topology (7/9)
  77. Chapter 11 - Image Topology (8/9)
  78. Chapter 11 - Image Topology (9/9)
  79. Chapter 12 - Shapes and Boundaries (1/4)
  80. Chapter 12 - Shapes and Boundaries (2/4)
  81. Chapter 12 - Shapes and Boundaries (3/4)
  82. Chapter 12 - Shapes and Boundaries (4/4)
  83. Chapter 13 - Color Processing (1/7)
  84. Chapter 13 - Color Processing (2/7)
  85. Chapter 13 - Color Processing (3/7)
  86. Chapter 13 - Color Processing (4/7)
  87. Chapter 13 - Color Processing (5/7)
  88. Chapter 13 - Color Processing (6/7)
  89. Chapter 13 - Color Processing (7/7)
  90. Chapter 14 - Image Coding and Compression (1/6)
  91. Chapter 14 - Image Coding and Compression (2/6)
  92. Chapter 14 - Image Coding and Compression (3/6)
  93. Chapter 14 - Image Coding and Compression (4/6)
  94. Chapter 14 - Image Coding and Compression (5/6)
  95. Chapter 14 - Image Coding and Compression (6/6)
  96. Chapter 15 - Wavelets (1/6)
  97. Chapter 15 - Wavelets (2/6)
  98. Chapter 15 - Wavelets (3/6)
  99. Chapter 15 - Wavelets (4/6)
  100. Chapter 15 - Wavelets (5/6)
  101. Chapter 15 - Wavelets (6/6)
  102. Chapter 16 - Special Effects (1/4)
  103. Chapter 16 - Special Effects (2/4)
  104. Chapter 16 - Special Effects (3/4)
  105. Chapter 16 - Special Effects (4/4)
  106. Appendix A - Introduction to MATLAB and Octave (1/6)
  107. Appendix A - Introduction to MATLAB and Octave (2/6)
  108. Appendix A - Introduction to MATLAB and Octave (3/6)
  109. Appendix A - Introduction to MATLAB and Octave (4/6)
  110. Appendix A - Introduction to MATLAB and Octave (5/6)
  111. Appendix A - Introduction to MATLAB and Octave (6/6)
  112. Appendix B - Introduction to Python (1/3)
  113. Appendix B - Introduction to Python (2/3)
  114. Appendix B - Introduction to Python (3/3)
  115. Appendix C - The Fast Fourier Transform (1/2)
  116. Appendix C - The Fast Fourier Transform (2/2)
  117. Bibliography
  118. Color Insert (1/2)
  119. Color Insert (2/2)
  120. Back Cover

Product information

  • Title: A Computational Introduction to Digital Image Processing, 2nd Edition
  • Author(s): Alasdair McAndrew
  • Release date: October 2015
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781482247336