CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Analysis.
Tianyi ZhangZhiling YanChunhui LiNan YingYanli LeiYunlu FengYu ZhaoGuanglei ZhangPublished in: CoRR (2023)
Keyphrases
- synthetic data
- image analysis
- statistical methods
- input data
- raw data
- database
- correlation analysis
- prior knowledge
- noisy data
- test data
- detection method
- data sets
- information loss
- prior information
- data collection
- data processing
- training data
- spatial data
- segmentation method
- preprocessing
- probabilistic model
- neural network
- statistical analysis
- special case
- scale space
- feature set
- user input
- machine learning
- computer vision
- clustering algorithm
- image segmentation
- similarity measure
- edge detection
- data distribution
- remote sensing
- data mining techniques
- missing data
- privacy preserving
- high quality
- high dimensional data
- multiscale
- clustering method
- high resolution
- data analysis