Fundamentals of Computerized Tomography Image Reconstruction from Projections

Fundamentals of Computerized Tomography Image Reconstruction from Projections / by Gabor T. Herman.

Computerized tomography, the process of obtaining the density distribution within a human body from multiple x-ray projections, has revolutionized diagnostic radiology over the past three decades. Fundamentally the same computational process has been used for reconstruction from projections in many...

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Bibliographic Details
Main Author: Herman, Gabor T. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2009.
Edition:2nd ed. 2009.
Series:Advances in Computer Vision and Pattern Recognition,
Springer eBook Collection.
Subjects:
Optical data processing.
Radiology.
Pattern recognition.
Health informatics.
Computer science—Mathematics.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • An Overview of the Process of CT
  • Physical Problems Associated with Data Collection in CT
  • Computer Simulation of Data Collection in CT
  • Data Collection and Reconstruction of the Head Phantom
  • Basic Concepts of Reconstruction Algorithms
  • Backprojection
  • Filtered Backprojection for Parallel Beams
  • Other Transform Methods for Parallel Beams
  • Filtered Backprojection for Divergent Beams
  • Algebraic Reconstruction Techniques
  • Quadratic Optimization Methods
  • Truly Three-Dimensional Reconstruction
  • Three-Dimesional Display of Organs
  • Mathematical Background.

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