Consecutive Pre-Training: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain.
Tong ZhangPeng GaoHao DongYin ZhuangGuanqun WangWei ZhangHe ChenPublished in: Remote. Sens. (2022)
Keyphrases
- remote sensing
- learning strategies
- knowledge transfer
- transfer learning
- unlabeled data
- active learning
- labeled data
- cross domain
- semi supervised learning
- labeled training data
- training examples
- supervised learning
- target domain
- domain adaptation
- training set
- labeled data for training
- online learning
- semi supervised
- change detection
- learning tasks
- transfer knowledge
- image analysis
- co training
- training data
- high resolution
- text classification
- image processing
- text categorization
- learning algorithm
- labeled and unlabeled data
- knowledge sharing
- unsupervised learning
- class labels
- training samples
- data points
- prior knowledge
- machine learning
- nearest neighbor
- reinforcement learning
- similarity measure
- feature extraction
- artificial intelligence
- data mining
- maximum likelihood
- principal component analysis
- image segmentation