Photon surfaces for robust, unbiased volumetric density estimation.
Xi DengShaojie JiaoBenedikt BitterliWojciech JaroszPublished in: ACM Trans. Graph. (2019)
Keyphrases
- density estimation
- nonparametric density estimation
- mixture model
- kernel density estimates
- three dimensional
- probability density
- density function
- mixture modeling
- probability density function
- parzen window
- multivariate gaussian distribution
- outlier detection
- kernel density estimation
- gaussian mixture model
- density estimates
- machine learning
- expectation maximization
- density estimators
- feature vectors
- mutual information
- model selection