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Other titles in the Mathematics in Industry / The European Consortium for Mathem series:
Mathematics in Industry / The European Consortium for Mathem #10: Mathematical Models for Registration and Applications to Medical Imagingby Otmar Scherzer
Synopses & Reviews
This volume provides an up-to-date survey on mathematical and computational methods in image registration. This is an emerging topic in applied and computational science, with profund applications for instance in medicine, and image and video processing. Especially during the last year sophisticated numerical models for registration and efficient numerical methods (in particular variational methods and partial differential equations) have been proposed. Many of them are contained in this volume. Moreover, some practical applications and novel directions with industrial relevance in data processing are indicated. The combination of practice and novel mathematical aspects makes the book very suitable for the ECMI series "Mathematics in Industry". The most important contributions in this volume summarize the state of the art in mathematical and computational methods in image registration, based on variational and partial differential equations. The key contributions state sophisticated mathematical modelling, as well as numerical methods. The book contains many realistic examples with real world data.
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.
Table of Contents
Part I: 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.- Part II: Applications.- Fast Image Matching for Generation of Panorama Ultrasound.- Inpainting of movies using optical flow.- Multimodality Registration in daily clinical practice Colour Images.
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Computers and Internet » Artificial Intelligence » Image Processing