Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism.
Yixin LiXinran WuChen LiChanghao SunXiaoyan LiMd Mamunur RahamanYong ZhangPublished in: ICMLC (2021)
Keyphrases
- conditional random fields
- image classification
- attention mechanism
- crf model
- probabilistic model
- visual attention
- information extraction
- random fields
- higher order
- discriminative dictionary
- max margin learning
- hidden markov models
- generative model
- pairwise
- visual categorization
- saliency map
- graphical models
- markov random field
- feature extraction
- bag of words
- structured prediction
- image labeling
- image representation
- visual features
- image features
- multi label
- segmentation method
- visual attention model
- sparse coding
- ordinal scale
- visual words
- eye movements
- superpixels
- sparse representation
- natural language