Image registration : 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. … full description

Bibliographic Details

Main Author

A. Ardeshir Goshtasby

Document Type

Books

Physical Description

441 s.

Published

London : Springer, 2012

Edition

1st ed.

Series

Advances in Computer Vision and Pattern Recognition

Subjects

záznam obrazu

počítačové vidění

rozpoznávání vzorů

ISBN

978-1-4471-2458-0
978-1-4471-2457-3