Image processing and GIS for remote sensing :
Liu, Jian-Guo
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. - Second edition. - The Atrium: John Wiley & Sons, 2016. - xii, 457 pages : color illustrations ; 25 cm
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.
9781118724200 (cloth) = EES-textbook collection
2015030350
Remote sensing.
Geographic information systems.
Image processing.
Earth (Planet)--Surface--Remote sensing.
G70.4 / .L583 2016
621.3678 L740I2
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. - Second edition. - The Atrium: John Wiley & Sons, 2016. - xii, 457 pages : color illustrations ; 25 cm
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.
9781118724200 (cloth) = EES-textbook collection
2015030350
Remote sensing.
Geographic information systems.
Image processing.
Earth (Planet)--Surface--Remote sensing.
G70.4 / .L583 2016
621.3678 L740I2