High-Precision Segmentation of Buildings with Small Sample Sizes Based on Transfer Learning and Multi-Scale Fusion.
Xiaobin XuHaojie ZhangYingying RanZhiying TanPublished in: Remote. Sens. (2023)
Keyphrases
- high precision
- transfer learning
- sample size
- multiscale
- structure learning
- high recall
- small sample
- learning tasks
- model selection
- labeled data
- knowledge transfer
- image segmentation
- active learning
- transfer knowledge
- random sample
- machine learning
- reinforcement learning
- cross domain
- random sampling
- collaborative filtering
- text classification
- confidence intervals
- domain adaptation
- unlabeled data
- multi task
- machine learning algorithms
- upper bound
- small sample size
- achieve high precision
- target domain
- text categorization
- training data
- image processing
- graphical models
- high accuracy
- bayesian networks
- learning algorithm
- data mining
- data sets
- text mining
- knn
- computational complexity
- similarity measure