Structured Learning of Tree Potentials in CRF for Image Segmentation.
Fayao LiuGuosheng LinRuizhi QiaoChunhua ShenPublished in: CoRR (2017)
Keyphrases
- structured learning
- conditional random fields
- image segmentation
- markov random field
- higher order
- segmentation method
- high order
- structured prediction
- graphical models
- hidden markov models
- graph cuts
- probabilistic model
- information extraction
- generative model
- pairwise
- learning models
- maximum margin
- segmentation algorithm
- multiscale
- image processing
- active contours
- machine learning
- multiclass classification
- markov networks
- computer vision
- global features
- level set
- approximate inference
- training process
- multi class classification
- bayesian inference
- message passing
- feature selection
- belief propagation
- max margin