Signatur:
AWI G8-12-0056
Beschreibung / Inhaltsverzeichnis:
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 in supporting earth and planetary scientists as they mosaic remote sensing satellite images and track changes of the planet's surface over time for environmental, political, and basic science studies. The book brings together invited contributions by 36 distinguished researchers in the field to present a coherent and detailed overview of current research and practice in the application of image registration to satellite imagery. The chapters cover the problem definition, theoretical issues in accuracy and efficiency, fundamental algorithms used in its solution , and real-world case studies of image registration software applied to imagery from operational satellite systems. This book is an essential reference for earth and space scientists who need a comprehensive and practical overview on how to obtain optimal georegistration of their data, an indispensable source for image processing researchers interested in current resarch, and the ideal text for teaching a special topic university graduate course.
Materialart:
Monographie ausleihbar
Seiten:
XIV, 484 S. : Ill., graph. Darst., Kt
Ausgabe:
1st. publ.
ISBN:
9780521516112
Anmerkung:
Contents:PART I THE IMPORTANCE OF IMAGE REGISTRATION FOR REMOTE SENSING. - 1 Introduction. - 2 Influence of image registration on validation efforts. - 3 Survey of image registration methods. - PART II SIMILARITY METRICS FOR IMAGE REGISTRATION. - 4 Fast correlation and phase correlation. - 5 Matched filtering techniques. - 6 Image registration using mutual information. - PART III FEATURE MATCHING AND STRATEGIES FOR IMAGE REGISTRATION. - 7 Registration of multiview images. - 8 New approaches to robust, point-based image registration. - 9 Condition theory for image registration and post-registration error estimation. - 10 Feature-based image to image registration. - 11 On the use of wavelets for image registration. - 12 Gradient descent approaches to image registration. - 13 Bounding the performance of image registration. - PART IV APPLICATIONS AND OPERATIONAL SYSTEMS. - 14 Multitemporal and multisensor image registration. - 15 Georegistration of meteorological images. - 16 Challenges, solutions, and applications of accurate multiangle image registration: lessons learned from MISR. - 17 Automated AVHRR image navigation. - 18 Landsat image geocorrection and registration. - 19 Automatic and precise orthorectification of SPOT images. - 20 Geometry of the VEGETATION sensor. - 21 Accurate MODIS global geolocation through automated ground control image matching. - 22 Sea WiFS operational geolocation assessment system. - PART V CONCLUSION. - 23 Concluding remarks.
Standort:
AWI Lesesaal
Zweigbibliothek:
AWI Bibliothek
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