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Hyperspectral imaging /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Amigo, Jose Manuel (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands : Elsevier, [2020]
Colección:Data handling in science and technology ; v. 32.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Hyperspectral imaging /  |c [edited by] Jos�e Manuel Amigo. 
264 1 |a Amsterdam, Netherlands :  |b Elsevier,  |c [2020] 
300 |a 1 online resource 
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490 1 |a Data handling in science and technology ;  |v volume 32 
500 |a Includes index. 
588 0 |a Print version record. 
505 0 |a I -- Introduction -- 1.1 -- Hyperspectral and multispectral imaging: setting the scene -- 1.2 -- Configuration of hyperspectral and multispectral imaging systems -- II -- Algorithms and methods -- 2.1 -- Preprocessing of hyperspectral and multispectral images -- 2.2 -- Hyperspectral compression -- 2.3 -- Pansharpening -- 2.4. Unsupervised exploration of hyperspectral and multispectral images -- 2.5 -- Multivariate curve resolution for hyperspectral image analysis -- 2.6 -- Nonlinear spectral unmixing -- 2.7 -- Variability of the endmembers in spectral unmixing -- 2.8 -- An overview of regression methods in hyperspectral and multispectral imaging -- 2.9 -- Classical least squares for detection and classification -- 2.10 -- Supervised classification methods in hyperspectral imaging--recent advances -- 2.11 -- Fusion of hyperspectral imaging and LiDAR for forest monitoring -- 2.12 -- Hyperspectral time series analysis: hyperspectral image data streams interpreted by modeling known and unknown variations -- 2.13 -- Statistical biophysical parameter retrieval and emulation with Gaussian processes -- III -- Application fields -- 3.1 -- Applications in remote sensing--natural landscapes -- 3.2 -- Applications in remote sensing--anthropogenic activities -- 3.3 -- Hyperspectral imaging in crop fields: precision agriculture -- 3.4 -- Food and feed production -- 3.5 -- Hyperspectral imaging for food-related microbiology applications -- 3.6 -- Hyperspectral imaging in medical applications -- 3.7. Hyperspectral imaging as a part of pharmaceutical product design -- 3.8 -- Hyperspectral imaging for artworks investigation -- 3.9 -- Growing applications of hyperspectral and multispectral imaging 
650 0 |a Hyperspectral imaging. 
650 0 |a Hyperspectral imaging  |x Industrial applications. 
650 7 |a Hyperspectral imaging  |2 fast  |0 (OCoLC)fst01983277 
700 1 |a Amigo, Jose Manuel,  |e editor. 
776 0 8 |i Print version:  |t Hyperspectral imaging  |z 9780444639776  |w (OCoLC)1120188932 
830 0 |a Data handling in science and technology ;  |v v. 32. 
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