Exploring support vector machine in spectral unmixing.
Liguo WangDanfeng LiuLiang ZhaoPublished in: WHISPERS (2012)
Keyphrases
- support vector machine
- hyperspectral
- hyperspectral images
- hyperspectral data
- hyperspectral imagery
- svm classifier
- independent component analysis
- multi class
- support vector
- multispectral
- k nearest neighbor
- kernel methods
- support vector machine svm
- feature selection
- spectral analysis
- small sample
- nonnegative matrix factorization
- svm classification
- training data
- target detection
- infrared
- remote sensing
- feature vectors
- multispectral images
- classification algorithm
- blind source separation
- spectral data
- spectral images
- kernel function
- knn
- feature space
- image processing
- machine learning
- soft margin
- spectral features
- multi class support vector machines
- neural network
- decision forest
- random projections
- spatial resolution
- radial basis function
- data mining