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Digital Image Processing

Concepts, Algorithms, and Scientific Applications

  • Textbook
  • © 1991

Overview

Authors:
  1. Bernd Jähne

    1. Scripps Institution of Oceanography Physical Oceanography Research Division A-030, University of California San Diego, La Jolla, USA

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Table of contents (17 chapters)

  1. Front Matter

    Pages I-XIII
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  2. Introduction

    • Bernd Jähne
    Pages 1-18

  3. Image Formation and Digitization

    • Bernd Jähne
    Pages 19-52

  4. Space and Wave Number Domain

    • Bernd Jähne
    Pages 53-76

  5. Pixels

    • Bernd Jähne
    Pages 77-99

  6. Neighborhoods

    • Bernd Jähne
    Pages 100-116

  7. Mean and Edges

    • Bernd Jähne
    Pages 117-156

  8. Local Orientation

    • Bernd Jähne
    Pages 157-172

  9. Scales

    • Bernd Jähne
    Pages 173-184

  10. Texture

    • Bernd Jähne
    Pages 185-192

  11. Segmentation

    • Bernd Jähne
    Pages 193-199

  12. Shape

    • Bernd Jähne
    Pages 200-218

  13. Classification

    • Bernd Jähne
    Pages 219-230

  14. Reconstruction from Projections

    • Bernd Jähne
    Pages 231-252

  15. Motion

    • Bernd Jähne
    Pages 253-274

  16. Displacement Vectors

    • Bernd Jähne
    Pages 275-296

  17. Displacement Vector Fields

    • Bernd Jähne
    Pages 297-317

  18. Space-Time Images

    • Bernd Jähne
    Pages 318-340

  19. Back Matter

    Pages 341-402
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Keywords

About this book

Intended as a practical guide, the book takes the reader from basic concepts to up-to-date research topics in digital image processing. Only little special knowledge in computer sciences is required since many principles and mathematical tools widely used in natural sciences are also applied in digital image processing thus the reader with a general background in natural science gets an easy access to the material presented. The book discusses the following topics: image acquisition and digitization; linear and nonlinear filter operations; edge detection; local orientation and texture; fast algorithms on pyramidal and multigrid data structures; morphological operations to detect the shape of objects; segmentation and classification. Further chapters deal with the reconstruction of three-dimensional objects from projections and the analysis of stereo images and image sequences with differential, correlation, and filter algorithms. Many examples from different areas show how the reader can use digital image processing as an experimental tool for image data acquisition and evaluation in his or her research area.

Reviews

From the reviews of the first edition: "I recommend this book to anyone seriously engaged in image processing. It will clearly stretch the horizon of some readers and be a good reference for others. This is not just another image processing book; it is a book worth owning and a book worth reading several times ..." #J. Electronic Imaging#

Authors and Affiliations

  • Scripps Institution of Oceanography Physical Oceanography Research Division A-030, University of California San Diego, La Jolla, USA

    Bernd Jähne

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