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wang liguo; zhao chunhui - hyperspectral image processing

Hyperspectral Image Processing

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 10/2016
Edizione: Softcover reprint of the original 1st ed. 2016





Trama

Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.





Sommario

Basic theory and main processing techniques of hyperspectral remote sensing.- Classification technique for HSI.- Endmember extraction technique of HSI.- Spectral unmixing technique of HSI.- Sub-pixel mapping technique of HSI.- Super-resolution technique of HSI.- Anomaly detection technique of HSI.- Dimensionality reduction and compression technique of HSI.- Introduction to hyperspectral remote sensing applications.










Altre Informazioni

ISBN:

9783662516140

Condizione: Nuovo
Dimensioni: 235 x 155 mm Ø 5706 gr
Formato: Brossura
Illustration Notes:XVII, 315 p. 121 illus., 15 illus. in color.
Pagine Arabe: 315
Pagine Romane: xvii


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