Minimum Risk Training for Handwritten Chinese/Japanese Text Recognition Using Semi-Markov Conditional Random Fields.
Xiang-Dong ZhouFeng TianCheng-Lin LiuHongan WangPublished in: ICDAR (2013)
Keyphrases
- semi markov
- conditional random fields
- minimum risk
- handwritten chinese
- structured prediction
- character recognition
- graphical models
- hidden markov models
- probabilistic model
- sequence labeling
- information extraction
- handwritten digits
- higher order
- generative model
- markov models
- crf model
- test set
- markov random field
- training set
- pairwise
- minimax regret
- learning algorithm