Boundary aware image segmentation with unsupervised mixture models.
Thorsten WilhelmChristian WöhlerPublished in: ICIP (2017)
Keyphrases
- mixture model
- image segmentation
- unsupervised learning
- expectation maximization
- finite mixture model
- em algorithm
- gaussian mixture model
- probabilistic model
- generative model
- density estimation
- segmentation result
- finite mixtures
- supervised learning
- language model
- semi supervised
- graph cuts
- minimum message length
- mixture modeling
- segmentation algorithm
- image processing
- computer vision
- spectral clustering
- probability density function
- region growing
- segmentation method
- level set
- maximum likelihood
- model selection
- unsupervised image segmentation
- model based clustering
- automatic model selection
- markov random field
- unsupervised segmentation
- level set method
- shape prior
- image segmentation algorithms
- segmented images
- active contours
- data sets