Vegetation Subtype Classification of Evergreen Broad-Leaved Forests in Mountainous Areas Using a Hierarchy-Based Classifier.
Shiqi ZhangPeihao PengMaoyang BaiXiao WangLifu ZhangJiao HuMeilian WangXueman WangJuan WangDonghui ZhangXuejian SunXiaoai DaiPublished in: Remote. Sens. (2023)
Keyphrases
- classification scheme
- classification method
- classification process
- classification algorithm
- support vector machine
- feature space
- class labels
- decision trees
- learning vector quantization
- nearest neighbor classifier
- support vector
- feature selection
- classification schemes
- hierarchical classification
- feature set
- training set
- probabilistic classifiers
- classifier combination
- classification models
- classification rate
- svm classifier
- higher classification accuracy
- classification accuracy
- k nearest neighbour
- machine learning
- final classification
- pattern recognition
- fold cross validation
- accurate classification
- text classifiers
- rule based classifier
- supervised classification
- feature vectors
- nearest neighbor rule
- multiple classifiers
- decision tree classifiers
- multi category
- training samples
- training data
- bayesian classifier
- text classification
- remote sensing images
- land cover
- support vector machine svm
- remote sensing
- multi class classifier
- multiple classifier systems
- feature extraction
- pattern classification
- high classification accuracy
- image classification
- associative classifiers
- binary decision tree
- fuzzy support vector machine
- classification decisions
- change detection
- roc curve
- ensemble classifier
- individual classifiers
- classifier ensemble