Multivariate parametric density estimation based on the modified Cramér-von Mises distance.
Peter KrauthausenHenning P. EberhardtUwe D. HanebeckPublished in: MFI (2010)
Keyphrases
- density estimation
- von mises
- probability density function
- multivariate gaussian distribution
- kullback leibler divergence
- mixture model
- density function
- probability density
- distance function
- mixture modeling
- density estimators
- distance measure
- parzen window
- density estimates
- gaussian mixture model
- gaussian distribution
- em algorithm
- probability distribution
- expectation maximization
- generalized gaussian
- outlier detection
- image processing
- heavy tailed
- bayesian framework
- data mining
- statistical methods
- generative model
- computer vision