Ensemble synthetic oversampling with pixel pair for class-imbalanced and small-sized hyperspectral data classification.
Wei FengYijun LongGabriel DauphinYinghui QuanWenjiang HuangMengdao XingPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- hyperspectral data
- small sized
- hyperspectral images
- hyperspectral
- class imbalanced
- hyperspectral imagery
- class imbalance
- multispectral
- random projections
- feature selection
- remote sensing
- classification algorithm
- machine learning
- classification accuracy
- pattern recognition
- feature space
- support vector
- supervised learning
- training data
- infrared
- text classification
- support vector machine svm
- image classification
- feature vectors
- feature extraction
- svm classifier
- ensemble methods
- support vector machine
- ensemble learning
- class distribution
- active learning
- preprocessing
- decision trees
- clustering algorithm
- learning algorithm