A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification.
Yixin LiXinran WuChen LiXiaoyan LiHaoyuan ChenChanghao SunMd Mamunur RahamanYudong YaoYong ZhangTao JiangPublished in: Appl. Intell. (2022)
Keyphrases
- conditional random fields
- image classification
- attention mechanism
- crf model
- max margin learning
- graphical models
- visual attention
- hidden markov models
- probabilistic model
- image labeling
- visual features
- markov random field
- information extraction
- generative model
- pairwise
- saliency map
- higher order
- bag of words
- image representation
- visual attention model
- structured prediction
- superpixels
- random fields
- feature extraction
- sparse coding
- visual words
- multi label
- visual categorization
- discriminative dictionary
- segmentation method
- image features
- multiscale
- video data
- maximum likelihood
- ordinal scale
- real time