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Digital Image Processing Wilhelm Burger

Digital Image Processing By Wilhelm Burger

Digital Image Processing by Wilhelm Burger


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Digital Image Processing Summary

Digital Image Processing: An Algorithmic Introduction by Wilhelm Burger

This modern, self-contained textbook provides an accessible introduction to the field fromthe perspective of a practicing programmer, supporting a detailed presentation of thefundamental concepts and techniques with practical exercises and fully worked outimplementation examples. This much-anticipated 3rd edition of the definitive textbook onDigital Image Processing has been completely revised and expanded with new content,improved illustrations and teaching material.
Topics and features:

  • Contains new chapters on fitting of geometric primitives, randomized featuredetection (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 abstractpseudocode algorithms, and as complete Java programs that can be easily ported toother 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 proveinvaluable to researchers and professionals seeking a practically focused self-study primer.

About Wilhelm Burger

Dr. Wilhelm Burgeris 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. Burgeis a scientist at the non-profit organization Noblis in Falls Church, VA, USA. His other publications include theHandbook of Iris Recognition.

Table of Contents

1. Digital Images.- 2. ImageJ.- 3. Histograms and Image Statistics.- 4. Point Operations.- 5. Filters.- 6. Edges and Contours.- 7. Corner Detection.- 8. Finding Simple Curves.- 9. Morphological Filters.- 10. Regions in Binary Images.- 11. Automatic Thresholding.- 12. Color Images.- 13. Color Quantization.- 14. Colorimetric Color Spaces.- 15. Filters for Color Images.- 16. Edge Detection in Color Images.- 17. Edge-Preserving Smoothing Filters.- 18. Introduction to Spectral Techniques.- 19. The Discrete Fourier Transform in 2D.- 20. Geometric Operations.

Additional information

NPB9783031063435
9783031063435
3031063430
Digital Image Processing: An Algorithmic Introduction by Wilhelm Burger
New
Paperback
Springer International Publishing AG
2023-07-24
945
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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