Nonlinear Inverse Problems in Imaging

Jin Keun Seo, Eung Je Woo

Research output: Book/ReportBook

58 Citations (Scopus)

Abstract

This book provides researchers and engineers in the imaging field with the skills they need to effectively deal with nonlinear inverse problems associated with different imaging modalities, including impedance imaging, optical tomography, elastography, and electrical source imaging. Focusing on numerically implementable methods, the book bridges the gap between theory and applications, helping readers tackle problems in applied mathematics and engineering. Complete, self-contained coverage includes basic concepts, models, computational methods, numerical simulations, examples, and case studies. Provides a step-by-step progressive treatment of topics for ease of understanding. Discusses the underlying physical phenomena as well as implementation details of image reconstruction algorithms as prerequisites for finding solutions to non linear inverse problems with practical significance and value. Includes end of chapter problems, case studies and examples with solutions throughout the book. Companion website will provide further examples and solutions, experimental data sets, open problems, teaching material such as PowerPoint slides and software including MATLAB m files. Essential reading for Graduate students and researchers in imaging science working across the areas of applied mathematics, biomedical engineering, and electrical engineering and specifically those involved in nonlinear imaging techniques, impedance imaging, optical tomography, elastography, and electrical source imaging.

Original languageEnglish
PublisherJohn Wiley and Sons
ISBN (Print)9780470669426
DOIs
Publication statusPublished - 2012 Nov 25

Fingerprint

Inverse problems
Imaging techniques
Optical tomography
Biomedical engineering
Electrical engineering
Computational methods
Image reconstruction
MATLAB
Websites
Teaching
Students
Engineers
Computer simulation

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Seo, Jin Keun ; Woo, Eung Je. / Nonlinear Inverse Problems in Imaging. John Wiley and Sons, 2012.
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Nonlinear Inverse Problems in Imaging. / Seo, Jin Keun; Woo, Eung Je.

John Wiley and Sons, 2012.

Research output: Book/ReportBook

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