Theory and Applications of Image Registration
Seiten
2017
John Wiley & Sons Inc (Verlag)
978-1-119-17171-3 (ISBN)
John Wiley & Sons Inc (Verlag)
978-1-119-17171-3 (ISBN)
A hands-on guide to image registration theory and methods with examples of a wide range of real-world applications Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods.
A hands-on guide to image registration theory and methods—with examples of a wide range of real-world applications
Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods. It provides in-depth exploration of an array of fundamental issues, including image orientation detection, similarity measures, feature extraction methods, and elastic transformation functions. Also covered are robust parameter estimation, validation methods, multi-temporal and multi-modality image registration, methods for determining the orientation of an image, methods for identifying locally unique neighborhoods in an image, methods for detecting lines in an image, methods for finding corresponding points and corresponding lines in images, registration of video images to create panoramas, and much more.
Theory and Applications of Image Registration provides readers with a practical guide to the theory and underpinning principles. Throughout the book numerous real-world examples are given, illustrating how image registration can be applied to problems in various fields, including biomedicine, remote sensing, and computer vision. Also provided are software routines to help readers develop their image registration skills. Many of the algorithms described in the book have been implemented, and the software packages are made available to the readers of the book on a companion website. In addition, the book:
Explores the fundamentals of image registration and provides a comprehensive look at its multi-disciplinary applications
Reviews real-world applications of image registration in the fields of biomedical imaging, remote sensing, computer vision, and more
Discusses methods in the registration of long videos in target tracking and 3-D reconstruction
Addresses key research topics and explores potential solutions to a number of open problems in image registration
Includes a companion website featuring fully implemented algorithms and image registration software for hands-on learning
Theory and Applications of Image Registration is a valuable resource for researchers and professionals working in industry and government agencies where image registration techniques are routinely employed. It is also an excellent supplementary text for graduate students in computer science, electrical engineering, software engineering, and medical physics.
A hands-on guide to image registration theory and methods—with examples of a wide range of real-world applications
Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods. It provides in-depth exploration of an array of fundamental issues, including image orientation detection, similarity measures, feature extraction methods, and elastic transformation functions. Also covered are robust parameter estimation, validation methods, multi-temporal and multi-modality image registration, methods for determining the orientation of an image, methods for identifying locally unique neighborhoods in an image, methods for detecting lines in an image, methods for finding corresponding points and corresponding lines in images, registration of video images to create panoramas, and much more.
Theory and Applications of Image Registration provides readers with a practical guide to the theory and underpinning principles. Throughout the book numerous real-world examples are given, illustrating how image registration can be applied to problems in various fields, including biomedicine, remote sensing, and computer vision. Also provided are software routines to help readers develop their image registration skills. Many of the algorithms described in the book have been implemented, and the software packages are made available to the readers of the book on a companion website. In addition, the book:
Explores the fundamentals of image registration and provides a comprehensive look at its multi-disciplinary applications
Reviews real-world applications of image registration in the fields of biomedical imaging, remote sensing, computer vision, and more
Discusses methods in the registration of long videos in target tracking and 3-D reconstruction
Addresses key research topics and explores potential solutions to a number of open problems in image registration
Includes a companion website featuring fully implemented algorithms and image registration software for hands-on learning
Theory and Applications of Image Registration is a valuable resource for researchers and professionals working in industry and government agencies where image registration techniques are routinely employed. It is also an excellent supplementary text for graduate students in computer science, electrical engineering, software engineering, and medical physics.
Arthur Ardeshir Goshtasby, PhD, is a professor in the Department of Computer Science and Engineering at Wright State University. Dr. Goshtasby has more than thirty years of experience in the areas of computer vision and pattern recognition and has published more than sixty journal articles and seven book chapters, addressing issues in image registration. He is the author of 2-D and 3-D Image Registration (Wiley, 2005).
1 Introduction 1
2 Image Orientation Detection 9
3 Feature Point Detection 43
4 FeatureLineDetection 75
5 Finding Homologous Points 133
6 Finding Homologous Lines 215
7 Nonrigid Image Registration 261
8 Volume Image Registration 299
9 Validation Methods 343
10 Video Image Registration 357
11 Multitemporal Image Registration 397
12 Open Problems and Research Topics 419
| Erscheinungsdatum | 28.09.2017 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 158 x 229 mm |
| Gewicht | 1021 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Elektrotechnik / Energietechnik | |
| ISBN-10 | 1-119-17171-7 / 1119171717 |
| ISBN-13 | 978-1-119-17171-3 / 9781119171713 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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