Segmentation of Random Fields Via Borrowed Strength Density Estimation.
Carey E. PriebeDavid J. MarchetteGeorge W. RogersPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1997)
Keyphrases
- density estimation
- nonparametric density estimation
- random fields
- parameter estimation
- markov random field
- mixture model
- maximum entropy
- segmentation algorithm
- non stationary
- density function
- gaussian mixture model
- probability density
- em algorithm
- log likelihood
- image segmentation
- probability density function
- energy function
- density estimates
- conditional random fields
- segmentation method
- shape prior
- probabilistic model
- density estimators
- outlier detection
- level set
- object segmentation
- parzen window
- expectation maximization
- language model
- graphical models
- least squares
- intensity distribution
- hidden markov models