A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification.
Yixin LiXinran WuChen LiChanghao SunMd Mamunur RahamanYudong YaoXiaoyan LiYong ZhangTao JiangPublished in: CoRR (2021)
Keyphrases
- conditional random fields
- image classification
- attention mechanism
- graphical models
- visual attention
- probabilistic model
- crf model
- hidden markov models
- information extraction
- random fields
- markov random field
- image representation
- image labeling
- bag of words
- higher order
- max margin learning
- feature extraction
- image features
- structured prediction
- superpixels
- generative model
- pairwise
- saliency map
- visual features
- visual words
- visual categorization
- discriminative dictionary
- sparse representation
- ordinal scale
- multi label
- information retrieval
- higher level
- graph cuts
- computer vision