Gastric histopathology image segmentation using a hierarchical conditional random field.
Changhao SunChen LiXiaoyan LiPublished in: CoRR (2020)
Keyphrases
- conditional random fields
- image segmentation
- markov random field
- segmentation method
- crf model
- graphical models
- random fields
- image labeling
- max margin learning
- probabilistic model
- higher order
- long range
- graph cuts
- restricted boltzmann machine
- hidden markov models
- information extraction
- pairwise
- structured prediction
- sequence classification
- generative model
- multiscale
- computer vision
- belief propagation
- information retrieval
- image processing
- approximate inference
- maximum entropy
- exact inference
- semantic segmentation
- energy function
- parameter estimation
- undirected graphical models
- superpixels
- supervised training
- shape prior
- markov networks
- object segmentation
- efficient inference
- ordinal scale