Image Registration for Remote Sensing
Cambridge University Press
Edition: Reprint, 1/4/2018
EAN 9781108445757, ISBN10: 1108445756
Paperback, 516 pages, 24.4 x 17 x 2.4 cm
Language: English
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.
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.