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Image processing and GIS for remote sensing : Techniques and applications / Jian Guo Liu and Philippa J. Mason, Department of Earth Science and Engineering, Imperial College London.

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Sussex : Wiley Blackwell, 2016.Edition: Second editionDescription: xii, 457 pages : color illustrations ; 25 cmISBN:
  • 9781118724200 (cloth)
Uniform titles:
  • Essential image processing and GIS for remote sensing
Subject(s): Additional physical formats: Online version:: Image processing and GIS for remote sensingDDC classification:
  • 621.3678 23 LIU
Contents:
Digital image and display -- Point operations (contrast enhancement) -- Algebraic operations (multi-image point operations) -- Filtering and neighbourhood processing -- RGB-IHS transformation -- Image fusion techniques -- Principal component analysis (PCA) -- Image classification -- Image geometric operations -- Introduction to interferometric synthetic aperture radar (InSAR) technique -- Subpixel technology and its applications -- Geographical information systems -- Data models and structures -- Defining a coordinate space -- Operations -- Extracting information from point data : geostatistics -- Representing and exploiting surfaces -- Decision support and uncertainty -- Complex problems and multi-criterion evaluation -- Image processing and GIS operation strategy -- Thematic teaching case studies in SE Spain -- Research case studies -- Industrial case studies -- Concluding remarks.
Summary: This edition, as with the first, contintues 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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Holdings
Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Medicine, Technology & Management Non-fiction 621.3678 LIU (Browse shelf(Opens below)) Available 43495

Previously published as: Essential image processing and GIS for remote sensing, 2009.

Digital image and display -- Point operations (contrast enhancement) -- Algebraic operations (multi-image point operations) -- Filtering and neighbourhood processing -- RGB-IHS transformation -- Image fusion techniques -- Principal component analysis (PCA) -- Image classification -- Image geometric operations -- Introduction to interferometric synthetic aperture radar (InSAR) technique -- Subpixel technology and its applications -- Geographical information systems -- Data models and structures -- Defining a coordinate space -- Operations -- Extracting information from point data : geostatistics -- Representing and exploiting surfaces -- Decision support and uncertainty -- Complex problems and multi-criterion evaluation -- Image processing and GIS operation strategy -- Thematic teaching case studies in SE Spain -- Research case studies -- Industrial case studies -- Concluding remarks.

This edition, as with the first, contintues 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.

Includes bibliographical references and index.

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