Controlled spectral unmixing using extended Support Vector Machines.
Xiuping JiaChandrama DeyDonald FraserLeo LymburnerAdam LewisPublished in: WHISPERS (2010)
Keyphrases
- support vector
- hyperspectral
- hyperspectral images
- learning machines
- large margin classifiers
- hyperspectral data
- kernel function
- component analysis
- maximum margin
- logistic regression
- hyperspectral imagery
- feature selection
- infrared
- kernel methods
- classification accuracy
- feature extraction
- training examples
- neural network
- svm classifier
- remote sensing
- collaborative filtering
- generalization ability
- multi class
- support vector machine
- decision trees
- machine learning