Estimation of the distribution type and parameters based on multimodal histograms.
Jari NiemiKalle MarjanenHeimo IhalainenOlli Yli-HarjaPublished in: Image Processing: Algorithms and Systems (2003)
Keyphrases
- maximum likelihood estimator
- maximum likelihood estimation
- beta distribution
- parameter estimation
- probability distribution
- estimation process
- multi modal
- kullback leibler distance
- normal distribution
- weibull distribution
- expectation maximization
- probability density function
- parameter settings
- accurate estimation
- em algorithm
- extreme values
- rao bound
- estimation algorithm
- generalized gaussian density
- input parameters
- closed form solutions
- parameter values
- lognormal distribution
- spatial distribution
- parametric models
- kernel density
- neural network
- query result size
- update equations
- spatial coordinates
- mixture distribution
- parameters estimation
- maximum likelihood estimates
- estimation accuracy
- power law
- probability density
- data distribution
- maximum likelihood