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Hyperspectral Data Exploitation - 9780471746973

Un libro in lingua di Chein Chang I edito da John Wiley & Sons Inc, 2007

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This collection of articles explains the theory and practices behind this popular remote sensing technique. Contributors describe tutorials, specifically hyperspectral imaging systems and information-processed matching filters for hyperspectral target detection and classification, theory, including an optical real-time adaptive spectral identification system, stochastic mixture modeling, unmixing hyperspectral data through independent and dependent component analysis, maximum volume transform for end member spectra determination, hyperspectral data representation, optimal and selection and utility evaluation for spectral systems, feature reduction for classification purposes, and semi-supervised support vector machines for classification of hyperspectral remote sensing devices. Applications include decision fusion of hyperspectral classification, morphological hyperspectral image classifications in a parallel processing perspective and three-dimensional wavelet-based compression of hyperspectral imagery. Annotation ©2007 Book News, Inc., Portland, OR (booknews.com)

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