State of the art in photon density estimation.
Toshiya HachisukaWojciech JaroszGuillaume BouchardPer H. ChristensenJeppe Revall FrisvadWenzel JakobHenrik Wann JensenMichael KaschalkClaude KnausAndrew SelleBen SpencerPublished in: SIGGRAPH Courses (2012)
Keyphrases
- density estimation
- mixture model
- mixture modeling
- density function
- probability density
- gaussian mixture model
- kernel density estimates
- kernel density estimation
- outlier detection
- density estimators
- multivariate gaussian distribution
- nonparametric density estimation
- probability density function
- parzen window
- density estimates
- em algorithm
- data compression
- statistical analysis
- expectation maximization