Image Registration for Remote Sensing

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Jacqueline Le MoigneCambridge University PressEdition: Reprint, 1/4/2018EAN 9781108445757, ISBN10: 1108445756Paperback, 516 pages, 24.4 x 17 x 2.4 cmLanguage: EnglishImage registra tion 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. BenediktssonPart I. The Importance of Image Registration for Remote Sensing1. Introduction Jacqueline Le Moigne, Nathan S. Netanyahu and Roger D. Eastman2. Influence of image registration on validation efforts Bin Tan and Curtis E. Woodcock3. Survey of image registration methods Roger D. Eastman, Nathan S. Netanyahu and Jacqueline Le MoignePart II. Similarity Metrics for Image Registration4. Fast correlation and phase correlation Harold S. Stone5. Matched filtering techniques Qin-Sheng Chen6. Image registration using mutual information Arlene A. Cole-Rhodes and Pramod K. VarshneyPart III. Feature Matching and Strategies for Image Registration7. Registration of multiview images A. Ardeshir Goshtasby8. New approaches to robust, point-based image registration David M. Mount, Nathan S. Netanyahu and San Ratanasanya9. Condition theory for image registration and post-registration error estimation Charles S. Kenney, B. S. Manjunath, Marco Zuliani and Kaushal Solanki10. Feature-based image to image registration Venu M. Govindu and Rama Chellappa11. On the use of wavelets for image registration Jacqueline Le Moigne, Ilya Zavorin and Harold S. Stone12. Gradient descent approaches to image registration Arlene A. Cole-Rhodes and Roger D. Eastman13. Bounding the performance of image registration Min Xu and Parmod K. VarshneyPart IV. Applications and Operational Systems14. 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. Morisette15. Georegistration of meteorological images James L. Carr16. Challenges, solutions, and applications of accurate multi-angle image registrationlessons learned from MISR Veljko M. Jovanovic, David J. Diner and Roger Davies17. Automated AVHRR image navigation William J. Emery, R. Ian Crocker and Daniel G. Baldwin18. Landsat image geocorrection and registration James C. Storey19. Automatic and precise orthorectification of SPOT images Simon Baillarin, Aurélie Bouillon and Marc Bernard20. Geometry of the VEGETATION sensor Sylvia Sylvander21. Accurate MODIS global geolocation through automated ground control image matching Robert E. Wolfe and Masahiro Nishihama22. SeaWIFS operational geolocation assessment system Frederick S. PattPart V. Conclusion23. Concluding remarks Jacqueline Le Moigne, Nathan S. Netanyahu and Roger D. EastmanGlossaryIndex. Show more