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

By: Contributor(s): Material type: TextTextPublication details: Chichester; Wiley Blackwell, 2016Edition: Second editionDescription: xii,457pages; ill. 24cmISBN:
  • 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:
  • 621.36/78 23
LOC classification:
  • G70.4 .LIO 2016
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.
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Holdings
Item type Current library Collection Call number Copy number Status Barcode
Books in General collection Books in General collection Mzuzu University Library and Learning Resources Centre Non-fiction G 70.4 LIO 2016 (Browse shelf(Opens below)) -016046 Available mZulm-016046

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

Includes bibliographical references and index.

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.

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