A Method to Accelerate K-Means and GMM Computation with GPU and Multi-Core CPU.
Boyang GaoNingning LiuXiangting WangMengfei LanZixuan ZhaoEmmanuel DellandréaLiming ChenPublished in: BigMM (2018)
Keyphrases
- k means
- significant improvement
- preprocessing
- computational complexity
- clustering method
- high accuracy
- cost function
- similarity measure
- real time
- pairwise
- parallel implementation
- detection method
- input data
- edge detection
- gpu accelerated
- markov random field
- support vector machine
- probabilistic model
- computational cost
- prior knowledge
- objective function