Statistical and Computational Inverse Problems
Autor: | Jari Kaipio, E. Somersalo |
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EAN: | 9780387271323 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 30.03.2006 |
Kategorie: | |
Schlagworte: | Markov Measure Probability distribution Random variable biomedical engineering construction mechanics model modeling optimization |
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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.