Recognition of Action as a Bayesian Parameter Estimation Problem over Time.
Volker KrügerPublished in: Human Motion (2006)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- markov chain monte carlo
- least squares
- markov random field
- statistical models
- model selection
- bayesian model selection
- em algorithm
- expectation maximization
- approximate inference
- random fields
- parameter estimation algorithm
- maximum likelihood estimation
- parameter values
- parameter estimates
- markov fields
- metropolis hastings algorithm
- three dimensional
- parameters estimation
- estimation problems
- gibbs sampling
- data mining
- hyperparameters