Statistical And Computational Inverse Problems

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Statistical and Computational Inverse Problems

Author: Jari Kaipio
language: en
Publisher: Springer Science & Business Media
Release Date: 2006-03-30
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.
Statistical and Computational Inverse Problems

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.
Computational Methods for Inverse Problems

Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.