Regularized Feature Extractions and Support Vector Machines for Hyperspectral Image Data Classification.
Bor-Chen KuoKuang-Yu ChangPublished in: KES (1) (2005)
Keyphrases
- hyperspectral
- image data
- support vector
- hyperspectral data
- hyperspectral images
- pixel classification
- hyperspectral image classification
- remote sensing
- multispectral
- band selection
- infrared
- classification accuracy
- support vector machine
- hyperspectral imagery
- feature vectors
- svm classifier
- land cover classification
- svm classification
- hyperspectral imaging
- target detection
- feature set
- satellite images
- large margin classifiers
- hyperspectral remote sensing
- feature selection
- remote sensing images
- information content
- spatial resolution
- spectral data
- kernel methods
- kernel function
- support vector machine svm
- feature extraction
- spectral bands
- change detection
- image quality
- low dimensional
- image classification
- image processing
- support vectors
- co occurrence
- image analysis
- high quality