Effect of Data Augmentation Methods on Face Image Classification Results.
Ingrid HrgaMarina Ivasic-KosPublished in: ICPRAM (2022)
Keyphrases
- image classification
- high dimensional data
- data sets
- statistical methods
- database
- synthetic data
- data structure
- spectral clustering
- data mining techniques
- raw data
- data collection
- statistical analysis
- data processing
- data points
- significant improvement
- original data
- data quality
- machine learning methods
- complex structures
- input data
- principal component analysis
- knowledge discovery
- data sources
- image data
- probability distribution
- missing data
- prior knowledge
- xml documents
- preprocessing
- data analysis
- noisy data
- high quality
- multiple sources
- data reduction
- databases
- data representations