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Computer Science - Image Processing | Principles of Digital Image Processing - Core Algorithms

Principles of Digital Image Processing

Core Algorithms

Burger, Wilhelm, Burge, Mark J.

2009, XII, 329 p. 113 illus. With online files/update.

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  • Presents a critical selection of algorithms, illustrated explanations and concise mathematical derivations, for readers to gain a deeper understanding of the topic
  • Encourages the reader to actively construct and experiment with the algorithms to develop their knowledge about how to use these methods in the real world

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.

Content Level » Lower undergraduate

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

Related subjects » Image Processing

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