Fundamentals of Computerized Tomography

Image Reconstruction from Projections

AvGabor T. Herman

Häftad, Engelska, 2012

Del i serien Advances in Computer Vision and Pattern Recognition

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Beskrivning

This revised and updated text presents the computational and mathematical procedures underlying data collection, image reconstruction, and image display in computerized tomography. New topics: the fast calculation of a ray sum for a digitized picture, the task-oriented comparison of reconstruction algorithm performance, blob basis functions and the linogram method for image reconstruction. Features: Describes how projection data are obtained and the resulting reconstructions are used; Presents a comparative evaluation of reconstruction methods; Investigates reconstruction algorithms; Explores basis functions, functions to be optimized, norms, generalized inverses, least squares solutions, maximum entropy solutions, and most likely estimates; Discusses SNARK09, a large programming system for image reconstruction; Concludes each chapter with helpful Notes and References sections. An excellent guide for practitioners, it can also serve as a textbook for an introductory graduate course.

Produktinformation

Utgivningsdatum:2012-03-14
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Serie:Advances in Computer Vision and Pattern Recognition
Antal sidor:300
Upplaga:2
Förlag:Springer London Ltd
ISBN:9781447125211

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Recensioner i media

From the reviews of the first edition. "... the author is a giant in the field. One expects an exciting book and one is not disappointed." S. Webb, Physics in Medicine and Biology, v. 26. p. 721, 1981. "... the book is an excellent introduction to the subject and is well written, thoughtfully organized, and a pleasure to read." M.W. Vannier, The Journal of Nuclear Medicine, v. 23, p. 369, 1982. "On the one hand the book is well suited for a course on computerized tomography at the graduate level, on the other hand I found it a well balanced review on the subject for somebody outside the field." W.N Brouw, Space Science Reviews, v.32. p. 467, 1982. "This book will be valuable to the engineer, the physicist, the mathematician, and the physician (with a sufficient mathematical background) interested in the field of CT." M.M. Ter-Pogossian, Medical Physics, v. 11, p. 90, 1984.

Innehållsförteckning

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.