Experience of parallelizing cryo-EM 3D reconstruction on a CPU-GPU heterogeneous system.
Linchuan LiXingjian LiGuangming TanMingyu ChenPeiheng ZhangPublished in: HPDC (2011)
Keyphrases
- heterogeneous computing
- graphics processing units
- parallel processing
- gpu implementation
- graphics processors
- three dimensional
- parallel implementation
- expectation maximization
- em algorithm
- electron microscopy
- mixture model
- data transfer
- heterogeneous data
- maximum likelihood
- general purpose
- probabilistic model
- graphics hardware
- parallel computers
- parallel computation
- computer vision
- unsupervised learning
- real time
- visual hull
- parallel programming
- structure from motion
- gaussian mixture model
- generative model
- image segmentation
- graphic processing unit