An Acceleration Scheme for Memory Limited, Streaming PCA.
Salaheddin AlakkariJohn DinglianaPublished in: CoRR (2018)
Keyphrases
- principal component analysis
- feature extraction
- data streams
- limited memory
- dimension reduction
- face recognition
- garbage collection
- memory requirements
- dimensionality reduction
- independent component analysis
- principal components
- high dimensional
- real time
- sliding window
- covariance matrix
- main memory
- input image
- streaming data
- video streaming
- memory usage
- principal components analysis