Finding Important People in a Video Using Deep Neural Networks with Conditional Random Fields.
Mayu OtaniAtsushi NishidaYuta NakashimaTomokazu SatoNaokazu YokoyaPublished in: IEICE Trans. Inf. Syst. (2018)
Keyphrases
- conditional random fields
- neural network
- graphical models
- sequence labeling
- random fields
- information extraction
- higher order
- markov random field
- hidden markov models
- named entity recognition
- pairwise
- probabilistic model
- generative model
- web page prediction
- image labeling
- crf model
- semi markov
- markov networks
- markov models
- maximum entropy
- structured prediction
- superpixels
- structured learning
- protein fold recognition
- back propagation
- parameter learning
- loopy belief propagation
- contextual features
- training data