A Semi-supervised Gaussian Mixture Model for Image Segmentation.
Adolfo Martínez UsóFiliberto PlaJosé Martínez SotocaPublished in: ICPR (2010)
Keyphrases
- gaussian mixture
- model for image segmentation
- semi supervised
- multiscale
- image segmentation
- random fields
- active contours
- mumford shah
- em algorithm
- expectation maximization
- gaussian mixture model
- covariance matrix
- closed form
- level set
- potential functions
- probability density function
- mixture model
- unsupervised learning
- pairwise
- active learning
- supervised learning
- density estimation
- generative model
- information retrieval
- natural images
- image processing
- markov random field
- piecewise smooth
- parameter estimation
- maximum likelihood
- objective function
- curve evolution
- clustering algorithm