Fundamentals of Computerized Tomography

Fundamentals of Computerized Tomography
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Image Reconstruction from Projections
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Artikel-Nr:
9781852336172
Veröffentl:
2009
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
24.09.2009
Seiten:
312
Autor:
Gabor T. Herman
Gewicht:
635 g
Format:
241x160x23 mm
Serie:
Advances in Computer Vision and Pattern Recognition
Sprache:
Englisch
Beschreibung:

This revised and updated second edition - now with two new chapters - is the only book to give a comprehensive overview of computer algorithms for image reconstruction. It covers the fundamentals of computerized tomography, including all the computational and mathematical procedures underlying data collection, image reconstruction and image display. Among the new topics covered are: spiral CT, fully 3D positron emission tomography, the linogram mode of backprojection, and state of the art 3D imaging results. It also includes two new chapters on comparative statistical evaluation of the 2D reconstruction algorithms and alternative approaches to image reconstruction.

This revised and updated edition presents the computational and mathematical procedures underlying data collection, image reconstruction, and image display in computerized tomography. New topics include fast calculation of a ray sum in a digitized image and the task-oriented comparison of reconstruction algorithm performance.
This revised and updated second edition - now with two new chapters - is the only book to give a comprehensive overview of computer algorithms for image reconstruction. It covers the fundamentals of computerized tomography, including all the computational and mathematical procedures underlying data collection, image reconstruction and image display. Among the new topics covered are: spiral CT, fully 3D positron emission tomography, the linogram mode of backprojection, and state of the art 3D imaging results. It also includes two new chapters on comparative statistical evaluation of the 2D reconstruction algorithms and alternative approaches to image reconstruction.
Introduction
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-Dimensional Display of Organs
Mathematical Background

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