Hyperspectral Image Unmixing Incorporating Adjacency Information

Sebastian Bauer

ISBN 10: 3731507889 / ISBN 13: 9783731507888

Editore: Karlsruher Institut Für Technologie, Karlsruher Institut Für Technologie Jul 2018, 2018

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Neuware -While the spectral information contained in hyperspectral images is rich, the spatial resolution of such images is in many cases very low. Many pixel spectra are mixtures of pure materials¿ spectra and therefore need to be decomposed into their constituents. This work investigates new decomposition methods taking into account spectral, spatial and global 3D adjacency information. This allows for faster and more accurate decomposition results.Books on Demand GmbH, Überseering 33, 22297 Hamburg 238 pp. Englisch.

Codice articolo 9783731507888

Dati bibliografici

• Titolo: Hyperspectral Image Unmixing Incorporating Adjacency Information
• Editore: Karlsruher Institut Für Technologie, Karlsruher Institut Für Technologie Jul 2018
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3731507889
• ISBN 13: 9783731507888
• Rilegatura: Taschenbuch
• Condizione: Neu

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Riassunto

While the spectral information contained in hyperspectral images is rich, the spatial resolution of such images is in many cases very low. Many pixel spectra are mixtures of pure materials’ spectra and therefore need to be decomposed into their constituents. This work investigates new decomposition methods taking into account spectral, spatial and global 3D adjacency information. This allows for faster and more accurate decomposition results.