An active learning method based on SVM classifier for hyperspectral images classification.
Shujin SunPing ZhongHuaitie XiaoFang LiuRunsheng WangPublished in: WHISPERS (2015)
Keyphrases
- svm classifier
- support vector machine svm
- support vector machine
- hyperspectral images
- classification method
- support vector
- active learning
- classification accuracy
- principle component analysis
- dimension reduction
- support vector machine classifier
- image classification
- feature set
- feature vectors
- pattern recognition
- training data
- feature extraction
- feature selection
- informative features
- decision function
- machine learning
- neural network
- hyperspectral image classification
- svm classification
- hyperplane
- principal components
- training samples
- training set