Parameter Estimation of Social Forces in Crowd Dynamics Models via a Probabilistic Method.

Alessandro Corbetta Adrian Muntean Federico Toschi Kiamars Vafayi

Published in: CoRR (2014)

Keyphrases

parameter estimation
model selection
statistical models
maximum likelihood
em algorithm
parameters estimation
model fitting
probabilistic model

least squares
random fields
parameter estimation algorithm
estimation problems
markov chain monte carlo
statistical model
prior knowledge
markov random field

experimental data
similarity measure
approximate inference
posterior distribution
parameter values
linear model
maximum likelihood estimation

dynamic model
linear models
bayesian networks
parameter estimates
expectation maximization
three dimensional
computer vision