Classification of remote sensing data using margin-based ensemble methods.
Samia BoukirLi GuoNesrine ChehataPublished in: ICIP (2013)
Keyphrases
- ensemble methods
- remote sensing data
- machine learning methods
- decision trees
- majority voting
- benchmark datasets
- generalization ability
- remote sensing
- ensemble learning
- prediction accuracy
- classification accuracy
- random forests
- pattern recognition
- multispectral
- base learners
- individual classifiers
- text classification
- ensemble classifier
- classifier ensemble
- machine learning
- support vector
- feature extraction
- classification algorithm
- classification models
- unsupervised learning
- multi class
- feature vectors
- machine learning algorithms
- training samples
- remote sensing images
- supervised classification
- hyperspectral images
- image classification
- knn
- image data
- remotely sensed data