Streaming Principal Component Analysis in Noisy Settings.
Teodor Vanislavov MarinovPoorya MianjyRaman AroraPublished in: ICML (2018)
Keyphrases
- principal component analysis
- independent component analysis
- face recognition
- dimensionality reduction
- data streams
- low dimensional
- principal components
- dimension reduction
- face images
- video streaming
- covariance matrix
- feature space
- feature extraction
- streaming data
- noisy data
- linear discriminant analysis
- incomplete data
- singular value decomposition
- neural classifier
- machine learning
- random projections
- high resolution
- genetic algorithm
- real time
- video coding
- high dimensional data
- image processing
- feature selection
- computer vision
- noisy environments