Principles of Digital Image Processing
Advanced Methods
Authors: Burger, Wilhelm, Burge, Mark J.
Free Preview- Presents advanced material in a practical and easily accessible manner without compromising on formal aspects
- Combines theory and implementation in a coherent and highly transparent manner
- Explains the applicability and performance of methods on illustrative examples and real images
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- About this Textbook
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This textbook is the third 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 builds upon the introductory material presented in the first two volumes with additional key concepts and methods in image processing. Features: practical examples and carefully constructed chapter-ending exercises; 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 applications; uses ImageJ; provides a supplementary website with the complete Java source code, test images, and corrections; additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements.
- Reviews
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From the reviews:
“The book is well written. The English is clear. The background for the algorithms are clearly explained. … This book does a good job of describing the advanced topics. The narrative discusses the implementation of the algorithms. The topics are deliberately described with the goal of explaining the material to an advanced level reader … . it has many good elements and is worth considering for reference or for a course.” (Elisa H. Barney Smith, IAPR Newsletter, Vol. 36 (2), April, 2014)
- Table of contents (7 chapters)
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Introduction
Pages 1-3
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Automatic Thresholding
Pages 5-50
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Filters for Color Images
Pages 51-81
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Edge Detection in Color Images
Pages 83-117
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Edge-Preserving Smoothing Filters
Pages 119-167
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Table of contents (7 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Principles of Digital Image Processing
- Book Subtitle
- Advanced Methods
- Authors
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- Wilhelm Burger
- Mark J. Burge
- Series Title
- Undergraduate Topics in Computer Science
- Copyright
- 2013
- Publisher
- Springer-Verlag London
- Copyright Holder
- Springer-Verlag London
- Distribution Rights
- Distribution rights for India: Scientific International, New Delhi, India
- eBook ISBN
- 978-1-84882-919-0
- DOI
- 10.1007/978-1-84882-919-0
- Softcover ISBN
- 978-1-84882-918-3
- Series ISSN
- 1863-7310
- Edition Number
- 1
- Number of Pages
- XIII, 369
- Number of Illustrations
- 19 b/w illustrations, 112 illustrations in colour
- Topics
