Principles of Digital Image Processing

Core Algorithms

By Wilhelm Burger , Mark Burge

Principles of Digital Image Processing Cover Image

This textbook is the second of three volumes providing a modern, algorithmic introduction to digital image processing. It presents a critical selection of algorithms, illustrated explanations and concise mathematical derivations.

Full Description

  • ISBN13: 978-1-8480-0194-7
  • 341 Pages
  • User Level: Students
  • Publication Date: July 8, 2010
  • Available eBook Formats: PDF
  • eBook Price: $49.95
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Full Description
This easy-to-follow textbook is the second of 3 volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and modern implementations of the most important techniques. It extends the introductory material presented in the first volume (Fundamental Techniques) with additional techniques that form part of the standard image processing toolbox. The textbook presents a critical selection of algorithms, illustrated explanations and concise mathematical derivations, for readers to gain a deeper understanding of the topic. It also encourages the reader to actively construct and experiment with the algorithms to develop their understanding for how to use these methods in the real world. This reader-friendly text will equip undergraduates with a deeper understanding of the topic as well as being valuable for further developing knowledge for self-study.
Table of Contents

Table of Contents

  1. Introduction.
  2. Regions in Binary Images.
  3. Detecting Simple Curves.
  4. Corner Detection.
  5. Color Quantization.
  6. Colorimetric Color Spaces.
  7. Introduction to spectral techniques.
  8. The Discrete Fourier Transform in 2D.
  9. The Discrete Cosine Transform (DCT).
  10. Geometric Operations.
  11. Comparing Images.
  12. Appendix A: Mathematical Notation.
  13. Appendix B: Source Code.
  14. Bibliography.
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