Digital Image Processing

An Algorithmic Introduction Using Java

By Wilhelm Burger , Mark Burge

Digital Image Processing Cover Image

This textbook covers the most important methods in digital image processing. Formal and mathematical aspects are discussed at a fundamental level and various practical examples and exercises supplement the text.

Full Description

  • ISBN13: 978-1-8462-8379-6
  • 586 Pages
  • User Level: Students
  • Publication Date: November 14, 2009
  • Available eBook Formats: PDF
  • eBook Price: $89.95
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Full Description
Written as an introduction for undergraduate students, this textbook covers the most important methods in digital image processing. Formal and mathematical aspects are discussed at a fundamental level and various practical examples and exercises supplement the text. The book uses the image processing environment ImageJ, freely distributed by the National Institute of Health. A comprehensive website supports the book, and contains full source code for all examples in the book, a question and answer forum, slides for instructors, etc. Digital Image Processing in Java is the definitive textbook for computer science students studying image processing and digital processing.
Table of Contents

Table of Contents

  1. Crunching Pixels.
  2. Digital Images.
  3. ImageJ.
  4. Histograms.
  5. Point Operations.
  6. Filters.
  7. Edges and Contours.
  8. Corner Dectection.
  9. Detecting Simple Curves.
  10. Morphological Filters.
  11. Regions in Binary Images.
  12. Color Images.
  13. Introduction to Spectral Techniques.
  14. The Discrete Fourier Transform in 2D.
  15. The Discrete Cosine Transform (DCT).
  16. Geometrical Operations.
  17. Comparing Images.
  18. A Mathematical Notation.
  19. B Java Notes.
  20. C ImageJ Short Reference.
  21. D Source Code.
  22. References.
  23. Index.
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