A collaborative CPU-GPU approach for principal component analysis on mobile heterogeneous platforms.
Olivier ValeryPangfeng LiuJan-Jan WuPublished in: J. Parallel Distributed Comput. (2018)
Keyphrases
- heterogeneous platforms
- principal component analysis
- shared memory
- graphics processing units
- graphic processing unit
- graphics processors
- gpu implementation
- compute unified device architecture
- web services
- principal components
- parallel computing
- independent component analysis
- dimensionality reduction
- parallel algorithm
- collaborative learning
- multithreading
- mobile applications
- multi user
- covariance matrix
- feature extraction
- real time
- general purpose
- graphics hardware
- heterogeneous computing
- linear discriminant analysis
- face images
- face recognition
- message passing
- dimension reduction
- mobile phone
- low dimensional
- parallel programming
- mobile devices
- parallel processing
- gpu accelerated
- memory access
- pairwise
- computer vision