Improving Bayesian Mixture Models for Colour Image Segmentation with Superpixels.
Thorsten WilhelmChristian WöhlerPublished in: VISIGRAPP (4: VISAPP) (2017)
Keyphrases
- mixture model
- superpixels
- colour image segmentation
- maximum likelihood
- gaussian mixture model
- multiscale
- em algorithm
- generative model
- probabilistic model
- object segmentation
- segmentation method
- natural images
- biologically inspired
- conditional random fields
- segmentation algorithm
- expectation maximization
- long range
- model selection
- bounding box
- input image
- unsupervised learning
- language model
- image segmentation
- graph structure
- probability density function
- image patches
- bayesian networks
- object detection
- multiple objects
- colour images
- denoising
- hidden markov models