Statistical and Computational Inverse Problems

 Book
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9780387220734
Einband:
Book
Erscheinungsdatum:
01.12.2004
Seiten:
360
Autor:
Jari Kaipio
Gewicht:
701 g
Format:
235x155x25 mm
Sprache:
Englisch
Beschreibung:

Inverse Problems and Interpretation of Measurements.- Classical Regularization Methods.- Statistical Inversion Theory.- Nonstationary Inverse Problems.- Classical Methods Revisited.- Model Problems.- Case Studies.
This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results.


The techniques are applied to a number of real world applications such as limited angle tomography, image deblurring, electical impedance tomography, and biomagnetic inverse problems.



Contains detailed examples throughout and includes a chapter on case studies where such methods have been implemented in biomedical engineering.

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