Image Registration for Remote Sensing
- Editors:
- Jacqueline Le Moigne, NASA-Goddard Space Flight Center
- Nathan S. Netanyahu, Bar-Ilan University, Israel and University of Maryland, College Park
- Roger D. Eastman, Loyola University Maryland
- Date Published: March 2011
- availability: This ISBN is for an eBook version which is distributed on our behalf by a third party.
- format: Adobe eBook Reader
- isbn: 9780511855696
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Image registration employs digital image processing in order to bring two or more digital images into precise alignment for analysis and comparison. Accurate registration algorithms are essential for creating mosaics of satellite images and tracking changes on the planet's surface over time. Bringing together invited contributions from thirty-six distinguished researchers, the book presents a detailed overview of current research and practice in the application of image registration to remote sensing imagery. Chapters cover the problem definition, theoretical issues in accuracy and efficiency, fundamental algorithms, and real-world case studies of image registration software applied to imagery from operational satellite systems. This book provides a comprehensive and practical overview for Earth and space scientists, presents image processing researchers with a summary of current research, and can be used for specialised graduate courses.
Read more- The only book to present a systematic overview of automatic image registration as applied to Earth remote sensing imagery, covering algorithms, applications and theoretical issues on the topic
- Includes contributions from thirty-six distinguished researchers in a carefully orchestrated structure to provide a complete snapshot of current research in image registration for Earth remote sensing
- Treats each topic at various levels of complexity and mathematical maturity so the material is accessible to a broad range of experts, from Earth, planetary and space scientists to imaging practitioners and researchers
Reviews & endorsements
'The book explains the main image-registration issues involved in remote sensing in a comprehensive, convincing, and well-written manner. The coverage of the topic is excellent, and experimental examples with simulated and real data are also shown in most chapters. The reading is accessible to both specialists and nonspecialists, including students. Stimulating discussions on scientific and applicative challenges, possible solution strategies, and the accuracy, optimality, and efficiency of such strategies can be found throughout the book and make it an outstanding treatise that can be extremely interesting to a wide audience.' IEEE Geoscience and Remote Sensing Society Newsletter
See more reviews'This is an important reference book for all remote-sensing professionals as well as for advanced level geophysical data processing personnel in academia and in industry.' Wooil M. Moon, The Leading Edge
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×Product details
- Date Published: March 2011
- format: Adobe eBook Reader
- isbn: 9780511855696
- contains: 139 b/w illus. 23 colour illus. 37 tables
- availability: This ISBN is for an eBook version which is distributed on our behalf by a third party.
Table of Contents
Foreword Jon A. Benediktsson
Part I. The Importance of Image Registration for Remote Sensing:
1. Introduction Jacqueline Le Moigne, Nathan S. Netanyahu and Roger D. Eastman
2. Influence of image registration on validation efforts Bin Tan and Curtis E. Woodcock
3. Survey of image registration methods Roger D. Eastman, Nathan S. Netanyahu and Jacqueline Le Moigne
Part II. Similarity Metrics for Image Registration:
4. Fast correlation and phase correlation Harold S. Stone
5. Matched filtering techniques Qin-Sheng Chen
6. Image registration using mutual information Arlene A. Cole-Rhodes and Pramod K. Varshney
Part III. Feature Matching and Strategies for Image Registration:
7. Registration of multiview images A. Ardeshir Goshtasby
8. New approaches to robust, point-based image registration David M. Mount, Nathan S. Netanyahu and San Ratanasanya
9. Condition theory for image registration and post-registration error estimation Charles S. Kenney, B. S. Manjunath, Marco Zuliani and Kaushal Solanki
10. Feature-based image to image registration Venu M. Govindu and Rama Chellappa
11. On the use of wavelets for image registration Jacqueline Le Moigne, Ilya Zavorin and Harold S. Stone
12. Gradient descent approaches to image registration Arlene A. Cole-Rhodes and Roger D. Eastman
13. Bounding the performance of image registration Min Xu and Parmod K. Varshney
Part IV. Applications and Operational Systems:
14. Multi-temporal and multi-sensor image registration Jacqueline Le Moigne, Arlene A. Cole-Rhodes, Roger D. Eastman, Nathan S. Netanyahu, Harold S. Stone, Ilya Zavorin and Jeffrey T. Morisette
15. Georegistration of meteorological images James L. Carr
16. Challenges, solutions, and applications of accurate multi-angle image registration: lessons learned from MISR Veljko M. Jovanovic, David J. Diner and Roger Davies
17. Automated AVHRR image navigation William J. Emery, R. Ian Crocker and Daniel G. Baldwin
18. Landsat image geocorrection and registration James C. Storey
19. Automatic and precise orthorectification of SPOT images Simon Baillarin, Aurélie Bouillon and Marc Bernard
20. Geometry of the VEGETATION sensor Sylvia Sylvander
21. Accurate MODIS global geolocation through automated ground control image matching Robert E. Wolfe and Masahiro Nishihama
22. SeaWIFS operational geolocation assessment system Frederick S. Patt
Part V. Conclusion:
23. Concluding remarks Jacqueline Le Moigne, Nathan S. Netanyahu and Roger D. Eastman
Glossary
Index.
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