Computed Radiation Imaging

Computer-assisted imaging with radiation (x- and gamma rays) is an integral part of modern medical-diagnostic practice. This imaging technology is also slowly finding its way into industrial applications. Although the technology is well developed, there is a need for further improvement to enhance image quality, reduce artifacts, minimize patient radiation exposure, compete with and complement other imaging methods (such as magnetic resonance imaging and ultrasonics), and accommodate dense and large objects encountered in industrial applications.

Scientists and engineers, attempting to progress this technology, are faced with an enormous amount of literature, addressing the imaging problem from various view points. This book provides a single source that addresses both the physical and mathematical aspects of the imaging problem in a consistent and comprehensive manner.

  • Discusses the inherent physical and numerical capabilities and limitations of the methods presented for both the forward and inverse problems
  • Provides information on available Internet resources and software
  • Written in a manner that makes it readable by physicists, mathematicians, engineers and computer scientists – avoids, as much as possible, the use of specialized terminology without clear introduction and definition

Table of Contents
Chapter 1. Radiation Imaging

Part I: The Forward Problem
Chapter 2. Radiation Transport
Chapter 3. Measurement Models
Chapter 4. Transmission
Chapter 5. Emission
Chapter 6. Scattering

Part II: The Inverse Problem
Chapter 7. Features
Chapter 8. Formulation
Chapter 9. Preprocessing of Measurements
Chapter 10. Matrix-Based Methods
Chapter 11. Functional Optimization
Chapter 12. Analytic Methods
Chapter 13. Probabilistic Methods
Chapter 14. Incomplete Problems
Chapter 15. Testing
Chapter 16. Post-Processing: Image Enhancement

Book Details

  • Hardcover: 302 pages
  • Publisher: Elsevier (June 2011)
  • Language: English
  • ISBN-10: 0123877776
  • ISBN-13: 978-0123877772
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