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丛书简介
力学基础与工程技术前沿
Medical Image Reconstruction: A Conceptu
作 者:
Gengsheng Lawrence Zeng
ISBN:978-7-04-020437-7 出版时间:2009-11-03
全书目录
本章目录
内封
版权
目录
Front Matter
1 Basic Principles of Tomography
2 Parallel-Beam Image Reconstruction.
3 Fan-Beam Image Reconstruction
4 Transmission and Emission Tomography
5 3D Image Reconstruction
6 Iterative Reconstruction
7 MRI Reconstruction
Index
6.1 Solving a System of Linear Equations
6.2 Algebraic Reconstruction Technique
6.3 Gradient Descent Algorithms
6.4 Maximum-Likelihood Expectation-Maximization Algorithms
6.5 Ordered-Subset Expectation-Maximization Algorithm
6.6 Noise Handling
6.6.1 Analytical Methods — Windowing
6.6.2 Iterative Methods — Stopping Early
6.6.3 Iterative Methods — Choosing Pixels
6.6.4 Iterative Methods — Accurate Modeling
6.7 Noise Modeling as a Likelihood Function
6.8 Including Prior Knowledge
*6.9 Mathematical Expressions
6.9.1 ART
6.9.2 Conjugate Gradient Algorithm
6.9.3 ML-EM
6.9.4 OS-EM
6.9.5 Green's One-Step Late Algorithm
6.9.6 Matched and Unmatched Projector/Backprojector Pairs
*6.10 Reconstruction Using Highly Undersampled Data with l0 Minimization
6.11 Worked Examples
6.12 Summary
Problems
References
6 Iterative Reconstruction
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