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Image Processing: Tensor Transform and Discrete Tomography with MATLAB (R) by Merughan M. Grigoryan, Artyom M. Grigoryan (Hardcover, 2012)

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Focusing on mathematical methods in computer tomography, Image Processing: Tensor Transform and Discrete Tomography with MATLAB (R) introduces novel approaches to help in solving the problem of image reconstruction on the Cartesian lattice. Specifically, it discusses methods of image processing along parallel rays to more quickly and accurately reconstruct images from a finite number of projections, thereby avoiding overradiation of the body during a computed tomography (CT) scan. The book presents several new ideas, concepts, and methods, many of which have not been published elsewhere. New concepts include methods of transferring the geometry of rays from the plane to the Cartesian lattice, the point map of projections, the particle and its field function, and the statistical model of averaging. The authors supply numerous examples, MATLAB (R)-based programs, end-of-chapter problems, and experimental results of implementation. The main approach for image reconstruction proposed by the authors differs from existing methods of back-projection, iterative reconstruction, and Fourier and Radon filtering. In this book, the authors explain how to process each projection by a system of linear equations, or linear convolutions, to calculate the corresponding part of the 2-D tensor or paired transform of the discrete image. They then describe how to calculate the inverse transform to obtain the reconstruction. The proposed models for image reconstruction from projections are simple and result in more accurate reconstructions. Introducing a new theory and methods of image reconstruction, this book provides a solid grounding for those interested in further research and in obtaining new results. It encourages readers to develop effective applications of these methods in CT.

Product Identifiers

Publisher
Taylor & Francis Inc
ISBN-13
9781466509948
eBay Product ID (ePID)
117464739

Product Key Features

Author
Merughan M. Grigoryan, Artyom M. Grigoryan
Publication Name
Image Processing: Tensor Transform and Discrete Tomography with Matlab (R)
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2012
Type
Textbook
Number of Pages
466 Pages

Dimensions

Item Height
229mm
Item Width
152mm
Item Weight
771g

Additional Product Features

Title_Author
Artyom M. Grigoryan, Merughan M. Grigoryan
Country/Region of Manufacture
United States

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Image Processing: Tensor Transform and Discrete Tomography with MATLAB (R) by Merughan M. Grigoryan, Artyom M. Grigoryan (Hardcover, 2012)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Time Management by Peter Quarry (Paperback, 1986)

Complete Illustrated Encyclopedia of Dinosaurs & Prehistoric Creatures by Dixon Dougal (Paperback, 2014)

Save on Adult Learning & University

Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual

Netter Atlas of Human Anatomy: Classic Regional Approach

Michael Price Nick Vandome Windows 11 for Seniors in easy steps (Paperback)

BORN IN 1971?... 1951?BIRTHDAY...Australian Social History....Chrisi, Birthdays

It's Not You: How to Identify and Heal from NARCISSISTIC People by Ramani Durvas

Ethical Practice in Applied Psychology 1st Edition by Christopher Boyle (English

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