A computationally efficient multivariate maximum-entropy density estimation (MEDE) technique.
Yanni KouskoulasLeland E. PierceFawwaz T. UlabyPublished in: IEEE Trans. Geosci. Remote. Sens. (2004)
Keyphrases
- maximum entropy
- density estimation
- multivariate gaussian distribution
- mixture model
- maximum entropy principle
- probability density function
- log likelihood
- mixture modeling
- random fields
- conditional random fields
- gaussian mixture model
- outlier detection
- density function
- probability density
- em algorithm
- exponential family
- density estimators
- data clustering
- information retrieval
- gaussian mixture
- density estimates
- markov random field