FPGA Implementation of EM Algorithm for 3D CT Reconstruction.
Young Kyu ChoiJason CongDi WuPublished in: FCCM (2014)
Keyphrases
- real time
- em algorithm
- fpga implementation
- expectation maximization
- hardware implementation
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture model
- maximum likelihood estimation
- generative model
- likelihood function
- image reconstruction
- expectation maximisation
- mixture distribution
- gaussian mixture
- field programmable gate array
- incomplete data
- hidden variables
- log likelihood
- maximum a posteriori
- density estimation
- probability density function
- penalized likelihood
- model based clustering
- log likelihood function
- efficient implementation
- image processing algorithms
- unsupervised learning
- signal processing
- image segmentation
- statistical model
- mixture modeling
- low cost
- computer vision