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Mathematical Models for Registration and Applications to Medical Imaging

  • Kartonierter Einband
  • 204 Seiten
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This volume gives a survey on mathematical and computational methods in image registration. During the last year sophisticated num... Weiterlesen
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Beschreibung

This volume gives a survey on mathematical and computational methods in image registration. During the last year sophisticated numerical models for registration and efficient numerical methods have been proposed. Many of them are contained in this volume. The book also summarizes the state-of-the-art in mathematical and computational methods in image registration. In addition, it covers some practical applications and new directions with industrial relevance in data processing.

Zusammenfassung
Image registration is an emerging topic in image processing with many applications in medical imaging, picture and movie processing. The classical problem of image registration is concerned with ?nding an appropriate transformation between two data sets. This fuzzy de?nition of registration requires a mathematical modeling and in particular a mathematical speci?cation of the terms appropriate transformations and correlation between data sets. Depending on the type of application, typically Euler, rigid, plastic, elastic deformations are considered. The variety of similarity p measures ranges from a simpleL distance between the pixel values of the data to mutual information or entropy distances. This goal of this book is to highlight by some experts in industry and medicine relevant and emerging image registration applications and to show new emerging mathematical technologies in these areas. Currently, many registration application are solved based on variational prin- ple requiring sophisticated analysis, such as calculus of variations and the theory of partial differential equations, to name but a few. Due to the numerical compl- ity of registration problems ef?cient numerical realization are required. Concepts like multi-level solver for partial differential equations, non-convex optimization, and so on play an important role. Mathematical and numerical issues in the area of registration are discussed by some of the experts in this volume. Moreover, the importance of registration for industry and medical imaging is discussed from a medical doctor and from a manufacturer point of view.

Inhalt
Numerical Methods.- A Generalized Image Registration Framework using Incomplete Image Information with Applications to Lesion Mapping.- Medical Image Registration and Interpolation by Optical Flow with Maximal Rigidity.- Registration of Histological Serial Sectionings.- Computational Methods for Nonlinear Image Registration.- A Survey on Variational Optic Flow Methods for Small Displacements.- Applications.- Fast Image Matching for Generation of Panorama Ultrasound.- Inpainting of Movies Using Optical Flow.- Medical Applications.- Multimodality Registration in Daily Clinical Practice.- Colour Images.

Produktinformationen

Titel: Mathematical Models for Registration and Applications to Medical Imaging
Editor:
EAN: 9783642064036
ISBN: 3642064035
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Anzahl Seiten: 204
Gewicht: 318g
Größe: H235mm x B155mm x T11mm
Jahr: 2010
Auflage: Softcover reprint of hardcover 1st ed. 2006

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