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Statistical and Computational Inverse Problems
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Main description:

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.


Contents:

Inverse Problems and Interpretation of Measurements.- Classical Regularization Methods.- Statistical Inversion Theory.- Nonstationary Inverse Problems.- Classical Methods Revisited.- Model Problems.- Case Studies.


PRODUCT DETAILS

ISBN-13: 9781441919649
Publisher: Springer (Springer-Verlag New York Inc.)
Publication date: November, 2010
Pages: 344
Weight: 545g
Availability: Available
Subcategories: Biomedical Engineering
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