| Title : | Image Registration : Principles, Tools and Methods |
| Material Type: | printed text |
| Authors: | Ardeshir Goshtasby, Author |
| Publisher: | Springer (London-New York) |
| Publication Date: | 2012 |
| Series: | Advances in computer vision and pattern recognition |
| Pagination: | xviii, 441 p. |
| Layout: | ill. |
| Size: | 24 cm |
| ISBN (or other code): | 978-1-447-12457-3 |
| General note: | Includes bibliographical references (p. 432-434)
Includes glossary (p. 435-436)
Includes index (p. 437-441) |
| Languages : | English (eng) Original Language : English (eng) |
| Descriptors: | Computer graphics
Image processing - Digital techniques
|
| Class number: | 006.6 |
| Abstract: | 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 re sampling 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. |
| Contents note: | Introduction; Similarity and Dissimilarity Measures; Point Detectors; Feature Extraction; Image Descriptors; Feature Selection and Heterogeneous Descriptors; Point Pattern Matching; Robust Parameter Estimation; Transformation Functions; Image Resembling and Com-positing; Image Registration Methods; |
| Record link: | https://library.seeu.edu.mk/index.php?lvl=notice_display&id=16229 |
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Image Registration / Ardeshir Goshtasby
