State of the art in photon density estimation.
Toshiya HachisukaWojciech JaroszIliyan GeorgievAnton KaplanyanDerek NowrouzezahraiBen SpencerPublished in: SIGGRAPH ASIA Courses (2013)
Keyphrases
- density estimation
- mixture model
- density function
- outlier detection
- probability density
- probability density function
- kernel density estimates
- mixture modeling
- gaussian mixture model
- density estimators
- nonparametric density estimation
- kernel density estimation
- density estimates
- multivariate gaussian distribution
- data sets
- em algorithm
- information retrieval
- unsupervised learning
- learning algorithm