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: ISNCC (2017)
Keyphrases
- hyperspectral images
- band selection
- information theory
- hyperspectral remote sensing images
- hyperspectral data
- hyperspectral
- hyperspectral imagery
- support vector machine
- hyperspectral remote sensing
- information theoretic
- pixel classification
- remote sensing
- spectral bands
- multispectral
- hyperspectral imaging
- mutual information
- support vector
- target detection
- multispectral images
- video sequences
- pattern recognition
- bayesian classifier
- infrared
- affinity propagation
- feature vectors
- feature selection
- image analysis
- spectral resolution
- bitstream