Signals of Opportunity for Car Density Estimation with Limited Training Data.
Wesam Al AmiriOmar AbdelsalamJames T. JonesTerry N. GuoAllen B. MacKenziePublished in: ISNCC (2023)
Keyphrases
- density estimation
- training data
- mixture model
- density function
- probability density function
- probability density
- decision trees
- test data
- data sets
- mixture modeling
- training set
- density estimates
- kernel density estimation
- gaussian mixture model
- parzen window
- density estimators
- multivariate gaussian distribution
- prior knowledge
- outlier detection
- training examples
- em algorithm
- classification accuracy
- random fields
- labeled data
- data analysis
- computer vision
- nonparametric density estimation
- learning algorithm