Digital Image Processing

Concepts, Algorithms, and Scientific Applications

  • Bernd Jähne

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Bernd Jähne
    Pages 1-18
  3. Bernd Jähne
    Pages 19-52
  4. Bernd Jähne
    Pages 53-76
  5. Bernd Jähne
    Pages 77-99
  6. Bernd Jähne
    Pages 100-116
  7. Bernd Jähne
    Pages 117-156
  8. Bernd Jähne
    Pages 157-172
  9. Bernd Jähne
    Pages 173-184
  10. Bernd Jähne
    Pages 185-192
  11. Bernd Jähne
    Pages 193-199
  12. Bernd Jähne
    Pages 200-218
  13. Bernd Jähne
    Pages 219-230
  14. Bernd Jähne
    Pages 231-252
  15. Bernd Jähne
    Pages 253-274
  16. Bernd Jähne
    Pages 275-296
  17. Bernd Jähne
    Pages 297-317
  18. Bernd Jähne
    Pages 318-340
  19. Back Matter
    Pages 341-402

About this book

Introduction

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.

Keywords

Bildfolgen Mustererkennung Stereobilder algorithms computer vision digital image processing digital sequences digitale Bildverarbeitung filters image processing image sequences knowledge pattern recognition stereoscopy

Authors and affiliations

  • Bernd Jähne
    • 1
  1. 1.Scripps Institution of Oceanography Physical Oceanography Research Division A-030University of California San DiegoLa JollaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-11565-7
  • Copyright Information Springer-Verlag Berlin Heidelberg 1991
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-53782-3
  • Online ISBN 978-3-662-11565-7
  • About this book