Local Augment: Utilizing Local Bias Property of Convolutional Neural Networks for Data Augmentation.
Youmin KimA. F. M. Shahab UddinSung-Ho BaePublished in: IEEE Access (2021)
Keyphrases
- data sets
- data analysis
- database
- synthetic data
- knowledge discovery
- data collection
- data distribution
- training data
- data processing
- data structure
- sensor data
- image data
- historical data
- complex data
- application domains
- input data
- probability distribution
- neural network
- databases
- data mining techniques
- dimensionality reduction
- small number
- computer systems
- statistical analysis
- labeled data
- high dimensional data
- data streams
- feature extraction
- decision trees
- raw data