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  • Book
  • © 2010

Image Fusion

Theories, Techniques and Applications

Authors:

  • Self-contained, easy accessible introduction to the hot area of image fusion

  • Presents the most important topics in image fusion at a reasonable size

  • Well-organized modern approach to theories and techniques, includes numerous case studies that illustrate the application of techniques for image fusion to real problems, providing hands-on knowledge

  • Contains details of MATLAB software programs which are available for all the image fusion techniques used in the book

  • Includes extensive modern bibliography

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Table of contents (22 chapters)

  1. Front Matter

  2. Introduction

    1. Introduction

      • H. B. Mitchell
      Pages 1-8
    2. Image Sensors

      • H. B. Mitchell
      Pages 9-17
  3. Part I: Theories

    1. Front Matter

      Pages 19-19
    2. Common Representational Format

      • H. B. Mitchell
      Pages 21-33
    3. Spatial Alignment

      • H. B. Mitchell
      Pages 35-51
    4. Semantic Equivalence

      • H. B. Mitchell
      Pages 53-62
    5. Radiometric Calibration

      • H. B. Mitchell
      Pages 63-73
    6. Pixel Fusion

      • H. B. Mitchell
      Pages 75-90
  4. Part II: Techniques

    1. Front Matter

      Pages 91-91
    2. Multi-resolution Analysis

      • H. B. Mitchell
      Pages 93-106
    3. Image Sub-space Techniques

      • H. B. Mitchell
      Pages 107-124
    4. Ensemble Learning

      • H. B. Mitchell
      Pages 125-142
    5. Re-sampling Methods

      • H. B. Mitchell
      Pages 143-153
    6. Image Thresholding

      • H. B. Mitchell
      Pages 155-161
    7. Image Key Points

      • H. B. Mitchell
      Pages 163-166
    8. Image Similarity Measures

      • H. B. Mitchell
      Pages 167-185
    9. Color Image Spaces

      • H. B. Mitchell
      Pages 195-204
    10. Markov Random Fields

      • H. B. Mitchell
      Pages 205-209

About this book

The purpose of this book is to provide a practical introduction to the th- ries, techniques and applications of image fusion. The present work has been designed as a textbook for a one-semester ?nal-year undergraduate, or ?r- year graduate, course in image fusion. It should also be useful to practising engineers who wish to learn the concepts of image fusion and apply them to practical applications. In addition, the book may also be used as a supp- mentary text for a graduate course on topics in advanced image processing. The book complements the author’s previous work on multi-sensor data [1] fusion by concentrating exclusively on the theories, techniques and app- cations of image fusion. The book is intended to be self-contained in so far as the subject of image fusion is concerned, although some prior exposure to the ?eld of computer vision and image processing may be helpful to the reader. Apart from two preliminary chapters, the book is divided into three parts.

Authors and Affiliations

  • Rehov Brosh 16/2, Mazkaret Batya, Israel

    H. B. Mitchell

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access