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Image processing and GIS for remote sensing : techniques and applications / Jian Guo Liu and Philippa J. Mason.

By: Liu, Jian Guo [author].
Contributor(s): Mason, Philippa J [author].
Material type: TextTextPublisher: Chichester : Wiley Blackwell, 2016Edition: 2nd ed.Description: xii, 457 pages : illustrations (some color) ; 25 cm.ISBN: 9781118724200 .Subject(s): Remote sensing | Geographic information systems | Image processing | Earth (Planet) -- Surface -- Remote sensingAdditional physical formats: Online version:: Image processing and GIS for remote sensingDDC classification: 621.3678
Contents:
1. Digital image and display -- 2. Point operations (contrast enhancement) -- 3. Algebraic operations (multi-image point operations) -- 4. Filtering and neighbourhood processing -- 5. RGB-IHS transformation -- 6. Image fusion techniques -- 7. Principal component analysis (PCA) -- 8. Image classification -- 9. Image geometric operations -- 10. Introduction to interferometric synthetic aperture radar (InSAR) technique -- 11. Sub-pixel technology and its applications -- 12. Geographical information systems -- 13. Data models and structures -- 14. Defining a coordinate space -- 15. Operations -- 16. Extracting information from point data : geostatistics -- 17. Representing and exploiting surfaces -- 18. Decision support and uncertainty -- 19. Complex problems and multi-criterion evaluation -- 20. Image processing and GIS operation strategy -- 21. Thematic teaching case studies in SE Spain -- 22. Research case studies -- 23. Industrial case studies -- 24. Concluding remarks -- Appendices.
Summary: This book maintains its aim to provide an application-driven package of essential techniques in image processing and GIS, together with case studies for demonstration and guidance in remote sensing applications.
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Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
621.3678 L783 (Browse shelf) Available 137879
Total holds: 0

Includes bibliographical references and index.

1. Digital image and display --
2. Point operations (contrast enhancement) --
3. Algebraic operations (multi-image point operations) --
4. Filtering and neighbourhood processing --
5. RGB-IHS transformation --
6. Image fusion techniques --
7. Principal component analysis (PCA) --
8. Image classification --
9. Image geometric operations --
10. Introduction to interferometric synthetic aperture radar (InSAR) technique --
11. Sub-pixel technology and its applications --
12. Geographical information systems --
13. Data models and structures --
14. Defining a coordinate space --
15. Operations --
16. Extracting information from point data : geostatistics --
17. Representing and exploiting surfaces --
18. Decision support and uncertainty --
19. Complex problems and multi-criterion evaluation --
20. Image processing and GIS operation strategy --
21. Thematic teaching case studies in SE Spain --
22. Research case studies --
23. Industrial case studies --
24. Concluding remarks --
Appendices.

This book maintains its aim to provide an application-driven package of essential techniques in image processing and GIS, together with case studies for demonstration and guidance in remote sensing applications.

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