Frame based Kernel Methods for Automatic Classification in Hyperspectral Data.
John J. BenedettoWojciech CzajaJustin FlakeMatthew J. HirnPublished in: IGARSS (4) (2009)
Keyphrases
- automatic classification
- kernel methods
- hyperspectral data
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- random projections
- multispectral
- remote sensing
- infrared
- kernel function
- support vector
- high dimensional feature space
- machine learning
- automatic detection
- kernel matrix
- data compression
- support vector machine
- feature space
- target detection
- image data
- principal components
- reproducing kernel hilbert space
- data mining
- sparse representation
- similarity search
- hash functions
- principal component analysis
- kernel pca
- feature vectors