Nearest Regularized Subspace for Hyperspectral Classification.
Wei LiEric W. TramelSaurabh PrasadJames E. FowlerPublished in: IEEE Trans. Geosci. Remote. Sens. (2014)
Keyphrases
- hyperspectral
- hyperspectral images
- hyperspectral data
- hyperspectral image classification
- pixel classification
- remote sensing
- multispectral
- band selection
- hyperspectral imagery
- land cover classification
- hyperspectral imaging
- signal subspace
- infrared
- feature space
- target detection
- hyperspectral remote sensing
- feature extraction
- spectral signatures
- kernel based nonlinear
- subspace projection
- information content
- machine learning
- support vector
- image classification
- remote sensing images
- satellite images
- nearest neighbor
- support vector machine
- spectral bands
- pattern recognition
- active learning
- feature vectors
- feature selection
- training set
- relational databases
- spectral resolution
- image data
- knn
- high dimensionality
- principal components