A. Ardeshir Goshtasby: Image Registration

Cover: 9781447157991 | Image Registration | Principles, Tools and Methods | Goshtasby | Buch

Rückseite: 9781447157991 | Image Registration | Principles, Tools and Methods | Goshtasby | Buch

Bild: 9781447157991 | Image Registration | Principles, Tools and Methods | Goshtasby | Buch

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Sprache: Englisch

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Beschreibung

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.

Zusammenfassung

Reviews a vast array of tools and methods, describing the underlying principles and comparing their performances

Includes a glossary, an extensive list of references, and an appendix on principal component analysis

Provides supplementary images and data in an associated website

Includes supplementary material: [...]

Inhaltsverzeichnis

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 Resampling and Compositing.- Image Registration Methods.- A Principal Component Analysis (PCA).

Details

Erscheinungsjahr:	2014
Fachbereich:	Anwendungs-Software
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Advances in Computer Vision and Pattern Recognition
Inhalt:	xviii 442 S. 131 s/w Illustr. 63 farbige Illustr.
ISBN-13:	9781447157991
ISBN-10:	1447157990
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Goshtasby, A. Ardeshir
Hersteller:	Springer Springer-Verlag London Ltd. Advances in Computer Vision and Pattern Recognition
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 25 mm
Von/Mit:	A. Ardeshir Goshtasby
Erscheinungsdatum:	22.02.2014
Gewicht:	0,692 kg