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Image Registration 2012 : Principles, Tools and Methods by A Ardeshir Goshtasby
Image Registration 2012 : Principles, Tools and Methods
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Author: A Ardeshir Goshtasby
Number of Pages: 460 pages
Published Date: 22 Feb 2014
Publisher: Springer London Ltd
Publication Country: England, United Kingdom
Language: English
Type: eBook
ISBN: 9781447157991
File size: 21 Mb
File Name: image.registration.2012.principles,.tools.and.methods.pdf
Download Link: image registration 2012 principles, tools and methods
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This book presents a thorough and detailed guide to image registration, outlining the principles and reviewing state-of-the-art tools and methods. The book begins by identifying the components of a general image registration system, and then describes the design of each component using various image analysis tools. The text reviews a vast array of tools and methods, not only describing the principles behind each tool and method, but also measuring and comparing their performances using synthetic and real data. Features: discusses similarity/dissimilarity measures, point detectors, feature extraction/selection and homogeneous/heterogeneous descriptors; examines robust estimators, point pattern matching algorithms, transformation functions, and image resampling and blending; covers principal axes methods, hierarchical methods, optimization-based methods, edge-based methods, model-based methods, and adaptive methods; includes a glossary, an extensive list of references, and an appendix on PCA.

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