Parameter Estimation for Macroscopic Pedestrian Dynamics Models from Microscopic Data.
Susana N. GomesAndrew M. StuartMarie-Therese WolframPublished in: SIAM J. Appl. Math. (2019)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- parameter estimates
- random fields
- model selection
- accurate models
- em algorithm
- markov random field
- experimental data
- prior knowledge
- historical data
- least squares
- model fitting
- estimation problems
- parameter estimation algorithm
- computer vision
- video sequences
- image processing