Semi-supervised PolSAR Classification Based on Improved Tri-training.
Wenqiang HuaShuang WangYang ZhaoBo YueYanhe GuoPublished in: IGARSS (2017)
Keyphrases
- semi supervised
- supervised learning
- training samples
- training set
- training process
- classification accuracy
- training phase
- classification algorithm
- pattern recognition
- incremental learning
- classification models
- support vector machine svm
- semi supervised classification
- co training
- pattern classification
- unsupervised learning
- labeled data
- automatic classification
- text classification
- multi layer perceptron
- support vector
- decision trees
- partially labeled data
- labeled and unlabeled data
- unlabeled samples
- classification performances
- avoid overfitting
- fully labeled
- machine learning
- feature selection
- semi supervised learning
- active learning
- feature vectors
- decision boundary
- neural network
- feature extraction
- feature space
- labelled data
- restricted boltzmann machine
- pairwise
- artificial neural networks
- classification method
- support vector machine
- model selection
- classification scheme
- machine learning algorithms
- test set
- class labels