Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
Hongjun SuHe YangQian DuYehua ShengPublished in: IEEE Geosci. Remote. Sens. Lett. (2011)
Keyphrases
- hyperspectral imagery
- dimensionality reduction
- spectral bands
- high dimensional data
- high dimensionality
- multispectral
- hyperspectral
- data points
- hyperspectral images
- semi supervised
- k means
- clustering algorithm
- clustering method
- low dimensional
- hyperspectral data
- target detection
- high dimensional
- spatial resolution
- remote sensing
- principal component analysis
- principal components
- infrared
- document clustering
- spectral clustering
- image data
- feature extraction
- linear discriminant analysis
- image processing
- image analysis
- multispectral images
- multi band
- high dimensional feature space
- change detection
- high speed