Applying EM Algorithm for Segmentation of Textured Images.
K. RevathyV. S. RoshniPublished in: World Congress on Engineering (2007)
Keyphrases
- em algorithm
- segmentation of textured images
- expectation maximization
- mixture model
- maximum likelihood
- multiresolution
- maximum likelihood estimation
- generative model
- texture segmentation
- parameter estimation
- likelihood function
- gaussian mixture model
- gaussian mixture
- expectation maximisation
- incomplete data
- maximum a posteriori
- log likelihood function
- penalized likelihood
- image segmentation
- probability density function
- unsupervised learning
- probabilistic model
- image analysis
- density estimation
- gray level
- log likelihood
- model based clustering
- mixture distribution
- finite mixture model
- mixture modeling
- feature extraction
- image sequences