Advantage of Combining OBIA and Classifier Ensemble Method for Very High-Resolution Satellite Imagery Classification.
Ruimei HanPei LiuGuangyan WangHanwei ZhangXilong WuPublished in: J. Sensors (2020)
Keyphrases
- ensemble methods
- satellite imagery
- ensemble classifier
- classifier ensemble
- decision trees
- individual classifiers
- multiple classifier systems
- uci data sets
- multilabel classification
- machine learning methods
- ensemble learning
- classification algorithm
- benchmark datasets
- base classifiers
- classifier combination
- classification models
- pattern recognition
- generalization ability
- class labels
- prediction accuracy
- base learners
- feature space
- change detection
- random forest
- classification accuracy
- feature subset
- training set
- support vector
- training data
- support vector machine
- remote sensing
- satellite images
- feature selection
- svm classifier
- training samples
- feature set
- feature extraction
- machine learning
- multi label
- data sets
- supervised classification
- infrared
- model selection
- text classification
- image processing
- neural network