Transformation of hyperspectral data to improve classification by mitigating nonlinear effects.
Wolfgang GroßSebastian WuttkeWolfgang MiddelmannPublished in: WHISPERS (2015)
Keyphrases
- hyperspectral data
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- multispectral
- random projections
- infrared
- pattern recognition
- remote sensing
- machine learning
- classification accuracy
- spectral bands
- data compression
- high dimensionality
- text classification
- support vector machine
- feature extraction
- svm classifier
- text mining
- principal component analysis
- principal components
- image registration
- target detection
- image data
- feature vectors
- support vector
- feature selection