Scalable 2D K-SVD parallel algorithm for dictionary learning on GPUs.
Lu HeTimothy MiskellRui LiuHengyong YuHuijuan XuYan LuoPublished in: Conf. Computing Frontiers (2016)
Keyphrases
- dictionary learning
- parallel algorithm
- parallel programming
- sparse representation
- sparse coding
- multicore processors
- parallel computation
- object category recognition
- sparse codes
- graphics processors
- image classification
- cluster of workstations
- shared memory
- natural images
- general purpose
- high dimensional
- action recognition
- image features
- parallel architectures
- image retrieval
- pairwise
- face recognition
- machine learning