Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks.
Saurabh PrasadLori M. BrucePublished in: IGARSS (5) (2008)
Keyphrases
- hyperspectral
- hyperspectral data
- hyperspectral images
- target detection
- pixel classification
- hyperspectral image classification
- spectral imagery
- remote sensing
- hyperspectral imaging
- hyperspectral imagery
- band selection
- infrared
- multispectral
- image data
- land cover classification
- support vector
- machine learning
- hyperspectral remote sensing
- support vector machine
- spatial resolution
- change detection
- image classification
- detection rate
- false alarms
- random sampling
- high quality
- feature extraction
- information content
- linear discriminant analysis
- support vector machine svm
- spectral bands
- image analysis
- feature vectors
- feature space
- pattern recognition