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© 2009

Principles of Digital Image Processing

Core Algorithms

Textbook

Part of the Undergraduate Topics in Computer Science book series (UTICS)

Table of contents

  1. Front Matter
    Pages 1-12
  2. Wilhelm Burger, Mark James Burge
    Pages 1-4
  3. Wilhelm Burger, Mark James Burge
    Pages 1-44
  4. Wilhelm Burger, Mark James Burge
    Pages 1-19
  5. Wilhelm Burger, Mark James Burge
    Pages 1-16
  6. Wilhelm Burger, Mark James Burge
    Pages 1-11
  7. Wilhelm Burger, Mark James Burge
    Pages 1-28
  8. Wilhelm Burger, Mark James Burge
    Pages 1-32
  9. Wilhelm Burger, Mark James Burge
    Pages 1-26
  10. Wilhelm Burger, Mark James Burge
    Pages 1-8
  11. Wilhelm Burger, Mark James Burge
    Pages 1-64
  12. Wilhelm Burger, Mark James Burge
    Pages 1-24
  13. Back Matter
    Pages 1-48

About this book

Introduction

This easy-to-follow textbook is the second of three 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 concrete implementations of the most important techniques. This volume extends the introductory material presented in the first volume (Fundamental Techniques) with additional techniques that form part of the standard image-processing toolbox.

Features and topics:

  • Practical examples and carefully constructed chapter-ending exercises drawn from the authors' years of experience teaching this material
  • Real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners
  • Easily adaptable Java code and completely worked-out examples for easy inclusion in existing (and rapid prototyping of new) applications
  • Uses ImageJ, the image processing system developed, maintained, and freely distributed by the U.S. National Institutes of Health (NIH)
  • Provides a supplementary website with the complete Java source code, test images, and corrections – www.imagingbook.com
  • Additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements

This thorough, reader-friendly text will equip undergraduates with a deeper understanding of the topic and will be invaluable for further developing knowledge via self-study.

Wilhelm Burger, Ph.D., is the director of the Digital Media degree programs at the Upper Austria University of Applied Sciences at Hagenberg.
Mark J. Burge, Ph.D., is a senior principal in the Center for National Security and Intelligence at Noblis in Washington, D.C.

Keywords

Colorimetry Comparing images Curve and corner detection Digital image processing Fourier and Cosine transforms Image analysis Java/ImageJ-implementation Region-based analysis Spectral techniques algorithms image processing

Authors and affiliations

  1. 1.Abt. Digitale MedienFH OberösterreichHagenbergAustria
  2. 2.Falls ChurchU.S.A.

Bibliographic information

  • Book Title Principles of Digital Image Processing
  • Book Subtitle Core Algorithms
  • Authors Wilhelm Burger
    Mark J. Burge
  • Series Title Undergraduate Topics in Computer Science
  • DOI https://doi.org/10.1007/978-1-84800-195-4
  • Copyright Information Springer-Verlag London 2009
  • Publisher Name Springer, London
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-1-84800-194-7
  • eBook ISBN 978-1-84800-195-4
  • Series ISSN 1863-7310
  • Edition Number 1
  • Number of Pages XII, 332
  • Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
  • Topics Computer Imaging, Vision, Pattern Recognition and Graphics
  • Buy this book on publisher's site
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Reviews

From the reviews:

"This text is the second of three volumes by Burger and Burge to provide an algorithmic introduction to digital image processing. … This textbook is for academicians who want a mathematical or theoretical foundation that underlies the methods used, as well as for engineers who are interested in practical implementations of the most important algorithms. The volume is a very nice extension to the material and a worthwhile read." (Minette Carl, ACM Computing Reviews, August, 2009)

“This is the second textbook from authors three-book series for graduate and post-graduate courses covering digital image processing techniques; earlier the material appeared in one comprehensive volume Digital Image Processing: An Algorithmic Introduction using Java. This volume covers regions in binary images, curve and corner detecting, color spaces and quantization, transformations … and comparing/matching of images. The presentation is very algorithmic and expects hands-on experimentation with presented notions and algorithms, every chapter ends with exercises … .” (Jaak Henno, Zentralblatt MATH, Vol. 1185, 2010)