Generative Data Augmentation for Learning-based Electrical Impedance Tomography via Variational Autoencoder.
Yangen ZhanRu GuanShangjie RenFeng DongPublished in: I2MTC (2021)
Keyphrases
- data sets
- prior knowledge
- high dimensional data
- learning process
- synthetic data
- data collection
- input data
- knowledge discovery
- data sources
- data analysis
- training data
- active learning
- end users
- data quality
- background knowledge
- reinforcement learning
- missing data
- data processing
- learning systems
- labeled data
- raw data
- learning tasks
- database
- bayesian network classifiers
- unsupervised learning
- online learning
- image data
- data points
- probability distribution
- data structure
- high quality