Image Registration for Remote Sensing (eBook, PDF)

Redaktion: Moigne, Jacqueline Le

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 24. März 2011
• Englisch
• ISBN-13: 9780511855696
• Artikelnr.: 38189552

Inhaltsangabe

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.