Random Subspace Ensemble With Enhanced Feature for Hyperspectral Image Classification.
Mengying JiangYi FangYuanchao SuGuofa CaiGuojun HanPublished in: IEEE Geosci. Remote. Sens. Lett. (2020)
Keyphrases
- random subspace
- random forest
- classifier fusion
- subspace methods
- ensemble methods
- hyperspectral image classification
- random subspaces
- random sampling
- ensemble learning
- feature set
- feature subspace
- nearest neighbor classifiers
- majority voting
- random forests
- active learning
- base classifiers
- decision trees
- classifier ensemble
- prediction accuracy
- benchmark datasets
- base learners
- feature vectors
- machine learning methods
- hyperspectral images
- feature selection
- training set
- feature representation
- ensemble classifier
- hyperspectral
- lower dimensional
- information fusion
- feature subset
- nearest neighbor
- color images
- face recognition
- image processing