Image Modeling and Segmentation Using Incremental Bayesian Mixture Models.
Constantinos ConstantinopoulosAristidis LikasPublished in: CAIP (2007)
Keyphrases
- mixture model
- segmentation method
- image segmentation
- segmentation algorithm
- image regions
- maximum likelihood
- gaussian mixture model
- em algorithm
- test images
- input image
- image features
- unsupervised image segmentation
- image content
- image segmentation algorithm
- segmented images
- energy function
- expectation maximization
- probabilistic model
- pixel level
- probability density function
- prior information
- level set
- gaussian mixture
- language model
- image segmentation algorithms
- generative model
- model selection
- information retrieval
- mixture modeling
- posterior probability
- density estimation
- automatic model selection
- generalized em algorithm
- unsupervised segmentation
- segmentation result
- image set
- face recognition
- pattern recognition
- object detection