2-D and 3-D Image Registration
for Medical, Remote Sensing, and Industrial Applications
1. Auflage April 2005
288 Seiten, Hardcover
Wiley & Sons Ltd
Kurzbeschreibung
This book covers the fundamentals of both 2D and 3D image registration, the theories and methodologies currently developed, and the various applications in remote sensing, the military, industry, and medicine. Various medical, industrial, and remote sensing examples are given throughout the book. Chapter 8 (Image Fusion) is of particular interest to remote sensing and medical professionals, Chapter 9 (Image Mosaicking) is of particular interest to remote sensing professionals, and Chapter 10 (Stereo Depth Perception) has industrial applications, in particular in robot vision.
The book has been written to be self sufficient. Definitions of key terminologies and descriptions of key concepts are included throughout the book and also in the Glossary section.
To master the fundamentals of image registration, there is no more comprehensive source than 2-D and 3-D Image Registration. In addition to delving into the relevant theories of image registration, the author presents their underlying algorithms. You'll also discover cutting-edge techniques to use in remote sensing, industrial, and medical applications. Examples of image registration are presented throughout, and the companion Web site contains all the images used in the book and provides links to software and algorithms discussed in the text, allowing you to reproduce the results in the text and develop images for your own research needs. 2-D and 3-D Image Registration serves as an excellent textbook for classes in image registration as well as an invaluable working resource.
Acknowledgments.
Acronyms.
1. Introduction.
2. Preprocessing.
3. Feature Selection.
4. Feature Correspondence.
5. Transformation Functions.
6. Resampling.
7. Performance Evaluation.
8. Image Fusion.
9. Image Mosaicking.
10. Stereo Depth Perception.
Glossary.
References.
Index.
