Overview
- Presents an accessible introduction to the methods of digital image processing
- Describes the most important procedures, with formal and mathematical aspects discussed at a fundamental level
- Provides examples and exercises in the text, as well as supplementary material at an associated website
Part of the book series: Texts in Computer Science (TCS)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (26 chapters)
-
Front Matter
-
Images and Pixels
-
Front Matter
-
-
Filters, Edges and Corners
-
Front Matter
-
-
Binary Images
-
Front Matter
-
-
Geometric Primitives
-
Front Matter
-
-
Color
-
Front Matter
-
Keywords
About this book
Topics and features:
- Contains new chapters on fitting of geometric primitives, randomized feature detection (RANSAC), and maximally stable extremal regions (MSER).
- Includes exercises for most chapters and provides additional supplementary
- materials and software implementations at an associated website.
- Uses ImageJ for all examples, a widely used open source imaging environment that
- can run on allmajor platforms.
- Describes each solution in a stepwise manner in mathematical form, as abstract pseudocode algorithms, and as complete Java programs that can be easily ported to other programming languages.
- Presents suggested outlines for a one- or two-semester course in the preface.
Advanced undergraduate and graduate students will find this comprehensive and example-rich textbook will serve as the ideal introduction to digital image processing. It will also prove invaluable to researchers and professionals seeking a practically focused self-study primer.
Authors and Affiliations
About the authors
Dr. Wilhelm Burger is a faculty member of the University of Applied Sciences Upper Austria, Hagenberg, where he serves as Director of the Digital Media degree programs at the School of Informatics, Communications and Media.
Dr. Mark J. Burge is a scientist at the non-profit organization Noblis in Falls Church, VA, USA. His other publications include the Handbook of Iris Recognition.
Bibliographic Information
Book Title: Digital Image Processing
Book Subtitle: An Algorithmic Introduction
Authors: Wilhelm Burger, Mark J. Burge
Series Title: Texts in Computer Science
DOI: https://doi.org/10.1007/978-3-031-05744-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2022
Hardcover ISBN: 978-3-031-05743-4Published: 24 July 2022
Softcover ISBN: 978-3-031-06343-5Published: 24 July 2023
eBook ISBN: 978-3-031-05744-1Published: 23 July 2022
Series ISSN: 1868-0941
Series E-ISSN: 1868-095X
Edition Number: 3
Number of Pages: XXV, 945
Number of Illustrations: 77 b/w illustrations, 369 illustrations in colour
Topics: Image Processing and Computer Vision, Signal, Image and Speech Processing, Computational Intelligence