Parameter Estimation in Markov Random Field Contextual Models Using Geometric Models of Objects.
Sateesha G. NadabarAnil K. JainPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1996)
Keyphrases
- parameter estimation
- markov random field
- geometric models
- random fields
- computer graphics
- model fitting
- d objects
- maximum likelihood
- mrf model
- higher order
- graph cuts
- model selection
- energy function
- maximum a posteriori
- belief propagation
- three dimensional
- least squares
- approximate inference
- expectation maximization
- pairwise
- posterior distribution
- conditional random fields
- em algorithm
- range images
- probabilistic model
- image segmentation
- prior model
- articulated objects
- texture mapping
- maximum entropy
- k means
- moving objects
- textured images