A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification.
Asma ElmaiziElkebir SarhrouniAhmed HammouchChafik NacirPublished in: CoRR (2022)
Keyphrases
- hyperspectral images
- band selection
- information theory
- hyperspectral remote sensing images
- hyperspectral data
- hyperspectral
- hyperspectral imagery
- hyperspectral remote sensing
- information theoretic
- support vector machine
- spectral bands
- remote sensing
- pixel classification
- hyperspectral imaging
- multispectral
- kernel based nonlinear
- image data
- support vector
- multispectral images
- mutual information
- pattern recognition
- image processing
- random projections
- high resolution
- data compression
- principal components
- change detection