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Digital Image Processing

  • Book
  • © 1997

Overview

Authors:
  1. Bernd Jähne

    1. Interdisziplinäres Zentrum für Wissenschaftliches Rechnen (IWR), Forschungsgruppe Bildverarbeitung, Universität Heidelberg, Heidelberg, Germany
      Physical Oceanography Research Division, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, USA

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  • A systematic approach to digital image processing
  • Uses examples and images to illustrate basic concepts
  • The CD-ROM contains all the images and artwork shown in the book, plus a run-time version of the image software heurisko

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Table of contents (16 chapters)

  1. Front Matter

    Pages I-XVII
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  2. Foundation

    1. Front Matter

      Pages 1-1
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    2. Applications and Tools

      • Bernd Jähne
      Pages 3-25

    3. Image Representation

      • Bernd Jähne
      Pages 27-72

    4. Statistics and Models

      • Bernd Jähne
      Pages 73-95

    5. Neighborhood Operations

      • Bernd Jähne
      Pages 97-119

    6. Multiscale Representation

      • Bernd Jähne
      Pages 121-138

  3. Image Formation and Preprocessing

    1. Front Matter

      Pages 139-139
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    2. Quantitative Visualization

      • Bernd Jähne
      Pages 141-174

    3. Image Formation

      • Bernd Jähne
      Pages 175-221

    4. Pixel Processing

      • Bernd Jähne
      Pages 223-261

    5. Restoration and Reconstruction

      • Bernd Jähne
      Pages 263-285

  4. Feature Extraction

    1. Front Matter

      Pages 287-287
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    2. Averages and Edges

      • Bernd Jähne
      Pages 289-341

    3. Simple Neighborhoods

      • Bernd Jähne
      Pages 343-381

    4. Texture

      • Bernd Jähne
      Pages 383-394

    5. Motion

      • Bernd Jähne
      Pages 395-450

  5. Image Analysis

    1. Front Matter

      Pages 451-451
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    2. Regions and Discontinuities

      • Bernd Jähne
      Pages 453-487

    3. Shape Analysis

      • Bernd Jähne
      Pages 489-519
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Keywords

About this book

Since the first edition of this book was published in 1986 it has found its way to many desks and classrooms. The fourth edition has bee completely revised and expanded to reflect the development of the field. The presentation and the selection of materials is guided by the needs of a researcher who wants to apply image processing techniques in his or her field. In this sense the book offers an integral view of image processing from image acquisition to the extraction of of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms. The CD-ROM contains examples, images as well as exercises for selfstudy along with a hand-on version of the image processing software heurisko.

Authors and Affiliations

  • Interdisziplinäres Zentrum für Wissenschaftliches Rechnen (IWR), Forschungsgruppe Bildverarbeitung, Universität Heidelberg, Heidelberg, Germany

    Bernd Jähne

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

    Bernd Jähne

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