ENGLISH

Image Registration: Principles, Tools and Methods

By A. Ardeshir Goshtasby (auth.)

Book information

Publisher
Springer-Verlag London
Year
2012
ISBN
144712457X, 9781447124573
DOI
10.1007/978-1-4471-2458-0
ISSN
2191-6586
Google Books ID
n7CgKedNatMC
Language
english
Format
PDF
Filesize
9 MB (9571404 bytes)
Series
Advances in Computer Vision and Pattern Recognition
Edition
1
Pages
442\460
Orientation
yes
Scanned
no
Time added
2012-03-09 12:00:00
Image Processing and Computer Vision; Pattern Reco

Description

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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