Maximizing Likelihood Function for Parameter Estimation in Point Clouds via Groebner Basis.
Joseph L. AwangeBéla PalánczRobert H. LewisPublished in: ICMS (2014)
Keyphrases
- parameter estimation
- likelihood function
- point cloud
- maximum likelihood
- em algorithm
- model selection
- expectation maximization
- structure from motion
- maximum likelihood estimates
- maximum likelihood estimation
- parameter values
- statistical models
- point sets
- cross validation
- parameter estimation algorithm
- maximum a posteriori
- gaussian mixture model
- hyperparameters
- generative model
- particle filter
- probabilistic model
- markov random field
- image segmentation
- sample size
- graphical models
- higher order
- posterior probability
- three dimensional
- clustering algorithm
- feature selection
- machine learning