TY  - BOOK
AU  - Bauer, Sebastian
AB  - 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.
DO  - 10.5445/KSP/1000081665
ID  - OAPEN ID: 34233
KW  - Spektrale Entmischung
KW  - spectral unmixing
KW  - Blinde Quellentrennung
KW  - Hyperspectral image processing
KW  - Nichtnegative Matrixzerlegung
KW  - nonnegative matrix factorization
KW  - blind source separation
KW  - Hyperspektrale Bildverarbeitung
L1  - https://www.ksp.kit.edu/9783731507888
LA  - English
LK  - https://directory.doabooks.org/handle/20.500.12854/49739
PB  - KIT Scientific Publishing
PY  - 2018
SN  - 9783731507888
TI  - Hyperspectral Image Unmixing Incorporating Adjacency Informationnull
ER  - 
