Spectral and Wavelet-based Feature Selection with Particle Swarm Optimization for Hyperspectral Classification.
Sheng DingPublished in: J. Softw. (2011)
Keyphrases
- hyperspectral
- hyperspectral data
- hyperspectral images
- feature selection
- hyperspectral imagery
- hyperspectral image classification
- pixel classification
- remote sensing
- band selection
- particle swarm optimization
- multispectral
- infrared
- hyperspectral remote sensing
- spectral bands
- classification accuracy
- land cover classification
- support vector
- hyperspectral imaging
- spectral imagery
- spectral data
- image data
- information content
- spectral resolution
- target detection
- multi band
- feature extraction
- random projections
- support vector machine
- satellite images
- multiresolution
- spatial resolution
- text classification
- wavelet transform
- machine learning
- decision trees
- feature set
- remote sensing images
- high resolution
- spectral signatures
- pattern recognition
- dimension reduction
- high dimensionality
- change detection
- bayesian classifier
- multispectral images
- high dimensional data
- principal components
- reflectance spectra