E-Book, Englisch, Band 155, 314 Seiten, eBook
Chalmond Modeling and Inverse Problems in Imaging Analysis
2003
ISBN: 978-0-387-21662-1
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, Band 155, 314 Seiten, eBook
Reihe: Applied Mathematical Sciences
ISBN: 978-0-387-21662-1
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
More mathematicians have been taking part in the development of digital image processing as a science and the contributions are reflected in the increasingly important role modeling has played solving complex problems. This book is mostly concerned with energy-based models. Most of these models come from industrial projects in which the author was involved in robot vision and radiography: tracking 3D lines, radiographic image processing, 3D reconstruction and tomography, matching, deformation learning. Numerous graphical illustrations accompany the text.
Zielgruppe
Research
Weitere Infos & Material
Acknowledgments*List of Figures*Notation and Symbols*Introduction * I Spline Models*Non-parametric spline models * Parametric spline models * Auto-Associative Models * II Markov Models*Fundamental Aspects * Bayesian estimation * Simulation and optimization * Parameter Estimation *III Modeling in Action* Model-building * Degradation in Imaging * Detection of filamentary Entities * Reconstruction and Projections * Matching * References
