Parameter estimation and comparative evaluation of crowd simulations.
David WolinskiStephen J. GuyAnne-Hélène OlivierMing C. LinDinesh ManochaJulien PettréPublished in: Comput. Graph. Forum (2014)
Keyphrases
- comparative evaluation
- parameter estimation
- maximum likelihood
- least squares
- markov random field
- statistical models
- model selection
- random fields
- parameter estimation algorithm
- parameter values
- em algorithm
- posterior distribution
- expectation maximization
- model fitting
- scoring methods
- approximate inference
- maximum likelihood estimation
- hidden markov models
- parameters estimation
- estimation problems
- machine learning
- parameter estimates