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Full Product Details

Author:   Otmar Scherzer
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2011 ed.
Dimensions:   Width: 15.50cm , Height: 8.10cm , Length: 23.50cm
Weight:   2.903kg
ISBN:  

9780387929217

ISBN 10:   0387929215
Pages:   1512
Publication Date:   25 May 2011
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Professional & Vocational
Replaced By:   9781493907915
Format:   Mixed media product
Publisher's Status:   Out of Stock Indefinitely
Availability:   Out of stock  

Table of Contents

Introduction.- Linear and Inverse Problems.- (Nonlinear) Ill-Posed Problems.- Statistical Inverse Problems.- Thermacoustic Tomography.- Sampling Methods.- Expansion Methods.- EM Algorithms.- Large Scale Inverse Problems.- Special Topics in CT, Including Spiral.- Inverse Scattering.- Wave Phenomena.- Radar.- Ultrasound, Elasticity.- Imaging in Random Media.- Learning, Classification, Data Mining.- Partial Differential Equations: Images and Movies.- Filtering of M-Channel Data.- Numerical Methods for Variational Approach in Image Analysis.- Segmentation with Priors.- Image Registration.- Duality and Convex Minimization.- Total Variation in Imaging.- Statistical Data Analysis with Applications.- Manifold Intrinsic Similarity.- Neighborhood Filters.- Mumford-Shah, Phase Field Models.- Photoacoustic and Thermoacoustic.- Mathematical Tools for Visualization.-Regularization Methods for Ill-Posed Problems.- Iterative Solution Methods.- EIT.- Astronomy.- Multi-Modal Image Processing.- Compressed Sensing.- Shape Spaces.- Subject Index.

Reviews

From the reviews: The book is divided into three volumes: methods, case examples and image restoration and analysis. ... The book succeeds in achieving a broad coverage of subjects, but is also very detailed in its coverage of individual topics. The book is also very well referenced. This book would thus form an excellent reference for both individual researchers and research groups working in this field. (Peter R. T. Munro, Contemporary Physics, Vol. 54 (1), 2013)

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