Crowd Counting Model Training with the Method of Moments in Electromagnetics.
Laurent StorrerHasan Can YildirimMartin WillameJérôme LouveauxPhilippe De DonckerSofie PollinFrançois HorlinPublished in: JC&S (2023)
Keyphrases
- statistical model
- evaluation method
- cost function
- objective function
- mathematical model
- modeling method
- study proposes
- monte carlo simulation
- prediction model
- network model
- input data
- energy function
- clustering method
- parameter estimation
- theoretical analysis
- linear model
- probabilistic model
- closed form
- optimization method
- sensitivity analysis
- high order
- significant improvement
- distribution function
- gaussian distribution
- evaluation model
- training procedure
- test data
- neural network
- classification method
- pairwise
- em algorithm
- prior information
- prior knowledge
- training algorithm
- learning algorithm
- similarity measure
- reconstruction method
- probability distribution
- autoregressive
- hybrid model
- training samples
- detection method
- basis functions
- linear regression