Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles.
Junshi XiaMauro Dalla MuraJocelyn ChanussotPeijun DuXiyan HePublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- random subspace
- random forest
- hyperspectral image classification
- classifier fusion
- random sampling
- random subspaces
- subspace methods
- ensemble methods
- active learning
- ensemble learning
- nearest neighbor classifiers
- majority voting
- random forests
- decision trees
- feature subspace
- classifier ensemble
- base classifiers
- hyperspectral images
- prediction accuracy
- hyperspectral
- multiscale
- comparative analysis
- linear discriminant analysis
- data sets
- principal component analysis
- generalization ability
- base learners
- machine learning methods
- image data
- feature selection
- computer vision
- machine learning