A simple approach to traffic density estimation by using Kernel Density Estimation.
Mikail YilanMehmet Kemal ÖzdemirPublished in: SIU (2015)
Keyphrases
- density estimation
- kernel density estimation
- probability density function
- mixture model
- kernel density estimator
- probability density
- density function
- mean shift
- density estimates
- outlier detection
- density estimators
- object segmentation
- em algorithm
- expectation maximization
- parzen window
- gaussian mixture model
- unsupervised learning
- probabilistic model
- training data