A data augmentation method based on cycle-consistent adversarial networks for fluorescence encoded microsphere image analysis.
Zaifeng ShiMinghe LiuQingjie CaoHuizheng RenTao LuoPublished in: Signal Process. (2019)
Keyphrases
- image analysis
- synthetic data
- training data
- statistical methods
- missing data
- significant improvement
- data sets
- correlation analysis
- noisy data
- prior information
- test data
- detection method
- input data
- pattern recognition
- image data
- training samples
- database
- information loss
- raw data
- data analysis
- preprocessing
- clustering method
- pairwise
- data sources
- data collection
- image processing
- knowledge discovery
- support vector machine
- statistical analysis
- medical images
- high accuracy
- feature space
- segmentation method
- data structure
- network structure
- high quality
- probability distribution
- similarity measure
- model selection
- probabilistic model
- data processing