On feature-specific parameter learning in conditional random field-based approach for interactive object segmentation.
Lei ZhouYijun LiRocky ZhouYu QiaoJie YangYonghui GaoPublished in: J. Electronic Imaging (2015)
Keyphrases
- conditional random fields
- parameter learning
- object segmentation
- segmentation method
- superpixels
- graph cuts
- markov random field
- graphical models
- image segmentation
- higher order
- crf model
- object detection
- information extraction
- generative model
- segmentation algorithm
- hidden markov models
- shape prior
- probabilistic model
- pairwise
- object categories
- approximate inference
- markov networks
- bayesian networks
- feature vectors
- statistical learning
- information retrieval
- computer vision
- active contours
- expectation maximization
- image features