Estimation of Mineral Abundance From Hyperspectral Data Using a New Supervised Neighbor-Band Ratio Unmixing Approach.
Kevin SiebelsKalifa GoïtaMickaël GermainPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- hyperspectral data
- spectral bands
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- multispectral
- random projections
- remote sensing
- spectral resolution
- infrared
- learning algorithm
- target detection
- unsupervised learning
- semi supervised
- feature selection
- information content
- data compression
- multispectral images
- remote sensing images
- machine learning
- spatial resolution
- satellite images
- image data
- principal components
- dimension reduction
- dimensionality reduction
- nearest neighbor
- multi band
- image registration
- image analysis
- data sets