Principles of Digital Image Processing

Fundamental Techniques

By Wilhelm Burger , Mark Burge

Principles of Digital Image Processing Cover Image

This easy-to-follow textbook provides a modern, algorithmic introduction to digital image processing. It concentrates on practical applications and working implementations whilst also presenting important formal details and the necessary mathematics.

Full Description

  • ISBN13: 978-1-8480-0190-9
  • 272 Pages
  • User Level: Students
  • Publication Date: July 7, 2010
  • Available eBook Formats: PDF
  • eBook Price: $42.95
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Full Description
This easy-to-follow textbook provides 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 compiles the key elements of digital image processing, starting from the basic concepts and elementary properties of digital images through simple statistics and point operations, fundamental filtering techniques, localization of edges and contours, and basic operations on color images. This reader-friendly text concentrates on practical applications and working implementations, and presents the important formal details and mathematics necessary for a deeper understanding of the algorithms. Implementations are all based on Java and ImageJ. This concise yet comprehensive, reader-friendly text is ideal for undergraduates studying foundation courses as well as ideal for self-study.
Table of Contents

Table of Contents

  1. Digital Images.
  2. ImageJ.
  3. Histograms.
  4. Point Operations.
  5. Filters.
  6. Edges and Contours.
  7. Morphological Filters.
  8. Color Images.
  9. Appendix A: Mathematical Notation.
  10. Appendix B: java Notes.
  11. Bibliography.
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