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Computer Science - Image Processing | Digital Image Processing - An Algorithmic Introduction Using Java

Digital Image Processing

An Algorithmic Introduction Using Java

Burger, Wilhelm, Burge, Mark J.

2008, XX, 565 p.

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  • Compact introduction to the methods of the digital image processing
  • Covers the most important procedures
  • Formal and mathematical aspects are discussed at a fundamental level
  • Practical examples and exercises throughout
  • A comprehensive website supports the book, and contains full source code for all examples in the book, a question and answer forum, slide sets for instructors, images, reviews and errata

"This will be one of my continuing reference books for some time to come."
Steve Cunningham, PhD, Past President of SIGGRAPH

"An excellent resource for the users of ImageJ."
Wayne Rasband, author of ImageJ

This modern, self-contained, textbook explains the fundamental algorithms of digital image processing through practical examples and complete Java implementations.  Available for the first time in English, Digital Image Processing is the definitive textbook for students, researchers, and professionals in search of critical analysis and modern implementations of the most important algorithms in the field.

• 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

• Self-contained chapters and additional online material suitable for a flexible one- or two- semester course

• Uses ImageJ, the image processing system developed, maintained, and freely distributed by the U.S. National Institutes of Health (NIH)

• A comprehensive Website (www.imagingbook.com) with complete Java source code, test images, and additional instructor materials

This comprehensive, reader-friendly introduction is ideal for foundation courses as well as eminently suitable for self-study.

Wilhelm Burger is the director of the Digital Media degree programs at the Upper Austria University of Applied Sciences at Hagenberg.

Mark J. Burge is a program director at the National Science Foundation (NSF) and a principal at Noblis (Mitretek) in Washington, D.C.

Content Level » Lower undergraduate

Keywords » Digital image processing - GSM - Postponed Project - ImageJ - Java - Medical imaging - discrete Fourier transform - image processing - image processing system

Related subjects » Computational Intelligence and Complexity - Image Processing - Signals & Communication

Table of contents 

Crunching Pixels.- Digital Images.- ImageJ.- Histograms.- Point Operations.- Filters.- Edges and Contours.- Corner Detection.- Detecting Simple Curves.- Morphological Filters.- Regions in Binary Images.- Color Images.- to Spectral Techniques.- The Discrete Fourier Transform in 2D.- The Discrete Cosine Transform (DCT).- Geometric Operations.- Comparing Images.

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