Computed Tomography: Algorithms, Insight, and Just Enough Theory - Brossura

Per Christian Hansen (editor)

 
9781611976663: Computed Tomography: Algorithms, Insight, and Just Enough Theory
Brossura
ISBN 10: 1611976669 ISBN 13: 9781611976663
Casa editrice: SIAM - Society for Industrial and Applied Mathematics, 2021

Sinossi

In Computed Tomography: Algorithms, Insight, and Just Enough Theory, readers will learn about the fundamental computational methods used for image reconstruction in computed tomography (CT). Unique in its emphasis on the interplay of modeling, computing, and algorithm development, the book presents underlying mathematical models for motivating and deriving the basic principles of CT reconstruction methods, along with insight into their advantages, limitations, and computational aspects.

Computed Tomography: Algorithms, Insight, and Just Enough Theory:

  • Develops the mathematical and computational aspects of three main classes of reconstruction methods.
  • Emphasizes the link between CT and numerical methods, which is rarely found in current literature.
  • Describes the effects of incomplete data using both microlocal analysis and the singular value decomposition (SVD).
  • Contains computer exercises using MATLAB that allow readers to experiment with the algorithms and make the book suitable for teaching and self-study.


This book is aimed at students, researchers, and practitioners. As a textbook, it is appropriate for the following courses: Advanced Numerical Analysis, Special Topics on Numerical Analysis, Topics on Data Science, Topics on Numerical Optimization, and Topics on Approximation Theory.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
SIAM - Society for Industrial and Applied Mathematics
Data di pubblicazione
2021
Lingua
Inglese
ISBN 10 
1611976669
ISBN 13 
9781611976663
Rilegatura
Copertina flessibile
Numero di pagine
277
Contatto del produttore
non disponibile
Persona responsabile
non disponibile