Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation.
Atizez HadrichMourad ZribiAfif MasmoudiPublished in: Math. Comput. Simul. (2016)
Keyphrases
- expectation maximization
- em algorithm
- image segmentation
- b spline
- segmentation algorithm
- parameter estimation
- maximum likelihood
- learning algorithm
- k means
- curve fitting
- optimal solution
- probabilistic model
- generative model
- image segmentation algorithm
- maximum a posteriori
- markov random field
- dynamic programming
- mixture model
- segmentation method
- image registration
- d objects
- prior information
- bayesian framework
- density estimation
- maximum likelihood estimation
- computer vision