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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
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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