Multilayer NMF (MLNMF) for Spectral Unmixing |
R. Rajabi, H. Ghassemian, “Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF,” IEEE Geoscience and Remote Sensing Letters, vol.12, no.1, pp.38-42, Jan. 2015. (Download MATLAB Code :: MLNMF Demo) |
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USGS Spectral Library |
Convolved Spectral Library for NASA/JPL Airborne Visual and Infra-Red Imaging Spectrometer (AVIRIS): Download Matlab .Mat File |
Data includes: names: Name of Materials sign: Spectral Signatures of Materials wlen: Wavelenghts |
Plot of sample materials is shown in the figure below. (Download Matlab .M File) |
Reference: Clark, R.N., Swayze, G.A., Wise, R., Livo, E., Hoefen, T., Kokaly, R., Sutley, S.J., 2007, USGS digital spectral library splib06a: U.S. Geological Survey, Digital Data Series 231, http://speclab.cr.usgs.gov/spectral.lib06. |
Any program or dataset on this webpage is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY. See the GNU General Public License for more details. GNU General Public License |