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Liu, Jian-Guo,

Image processing and GIS for remote sensing : techniques and applications / Jian Guo Liu, Philippa J. Mason. - Second edition. - 1 online resource.

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.

ISBN: 9781118724170 (ePub) 1118724178 (ePub) 9781118724187 (Adobe PDF) 1118724186 (Adobe PDF) 9781118724194 1118724194 1118724208 9781118724200

LCCN: 2015047235

Subjects--Topical Terms:
Remote sensing.
Geographic information systems.
Image processing.
TECHNOLOGY & ENGINEERING--Mechanical.

Subjects--Geographic Terms:
Earth (Planet)--Surface--Remote sensing.

Index Terms--Genre/Form:
Electronic books.

LC Class. No.: G70.4

Dewey Class. No.: 621.36/78