Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. CooleyCambridge University PressEdition: Illustrated, 10/20/2016EAN 9781107083660, ISBN10: 1107083664Hardcover, 706 pages, 25.4 x 18 x 3.6 cmLanguage: EnglishOriginally published in EnglishA practical and self-contained guide to the principles, techniques, models and tools of imaging spectroscopy. Bringing together material from essential physics and digital signal processing, it covers key topics such as sensor design and calibration, atmospheric inversion and model techniques, and processing and exploitation algorithms. Readers will learn how to apply the main algorithms to practical problems, how to choose the best algorithm for a particular application, and how to process and interpret hyperspectral imaging data. A wealth of additional materials accompany the book online, including example projects and data for students, and problem solutions and viewgraphs for instructors. This is an essential text for senior undergraduate and graduate students looking to learn the fundamentals of imaging spectroscopy, and an invaluable reference for scientists and engineers working in the field.1. Introduction2. The remote sensing environment3. Spectral properties of materials4. Imaging spectrometers5. Imaging spectrometer characterization and data calibration6. Radiative transfer and atmospheric compensation7. Statistical models for spectral data8. Linear spectral transformations9. Spectral mixture analysis10. Signal detection theory11. Hyperspectral data exploitationAppendix. Introduction to Gaussian optics.
