Foundations of Image Science
eBook - ePub

Foundations of Image Science

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Foundations of Image Science

About this book

Winner of the 2006 Joseph W. Goodman Book Writing Award!

A comprehensive treatment of the principles, mathematics, and statistics of image science

In today's visually oriented society, images play an important role in conveying messages. From seismic imaging to satellite images to medical images, our modern society would be lost without images to enhance our understanding of our health, our culture, and our world.

Foundations of Image Science presents a comprehensive treatment of the principles, mathematics, and statistics needed to understand and evaluate imaging systems. The book is the first to provide a thorough treatment of the continuous-to-discrete, or CD, model of digital imaging. Foundations of Image Science emphasizes the need for meaningful, objective assessment of image quality and presents the necessary tools for this purpose. Approaching the subject within a well-defined theoretical and physical context, this landmark text presents the mathematical underpinnings of image science at a level that is accessible to graduate students and practitioners working with imaging systems, as well as well-motivated undergraduate students.

Destined to become a standard text in the field, Foundations of Image Science covers:

  • Mathematical Foundations: Examines the essential mathematical foundations of image science
  • Image Formation–Models and Mechanisms: Presents a comprehensive and unified treatment of the mathematical and statistical principles of imaging, with an emphasis on digital imaging systems and the use of SVD methods
  • Image Quality: Provides a systematic exposition of the methodology for objective or task-based assessment of image quality
  • Applications: Presents detailed case studies of specific direct and indirect imaging systems and provides examples of how to apply the various mathematical tools covered in the book
  • Appendices: Covers the prerequisite material necessary for understanding the material in the main text, including matrix algebra, complex variables, and the basics of probability theory

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Foundations of Image Science by Harrison H. Barrett,Kyle J. Myers in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Atomic & Molecular Physics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Title page
  3. Copyright page
  4. Dedication
  5. Preface
  6. Prologue
  7. Chapter 1: Vectors and Operators
  8. Chapter 2: Dirac Delta and Other Generalized Functions
  9. Chapter 3: Fourier Analysis
  10. Chapter 4: Series Expansions and Integral Transforms
  11. Chapter 5: Mixed Representations
  12. Chapter 6: Group Theory
  13. Chapter 7: Deterministic Descriptions of Imaging Systems
  14. Chapter 8: Stochastic Descriptions of Objects and Images
  15. Chapter 9: Diffraction Theory and Imaging
  16. Chapter 10: Energy Transport and Photons
  17. Chapter 11: Poisson Statistics and Photon Counting
  18. Chapter 12: Noise in Detectors
  19. Chapter 13: Statistical Decision Theory
  20. Chapter 14: Image Quality
  21. Chapter 15: Inverse Problems
  22. Chapter 16: Planar Imaging with X Rays and Gamma Rays
  23. Chapter 17: Single-Photon Emission Computed Tomography
  24. Chapter 18: Coherent Imaging and Speckle
  25. Chapter 19: Imaging in Fourier Space
  26. Epilogue
  27. Appendix A: Matrix Algebra
  28. Appendix B: Complex Variables
  29. Appendix C: Probability
  30. Bibliography
  31. Index
  32. Wiley End User License Agreement