Gaussian Conditional Random Fields for Face Recognition.
Jonathon M. SmerekaB. V. K. Vijaya KumarAndres RodriguezPublished in: CVPR Workshops (2016)
Keyphrases
- conditional random fields
- face recognition
- graphical models
- hidden markov models
- probabilistic model
- information extraction
- sequence labeling
- generative model
- markov random field
- maximum entropy
- face images
- higher order
- crf model
- random fields
- named entity recognition
- principal component analysis
- pairwise
- parameter learning
- structured prediction
- markov models
- maximum likelihood
- semi markov
- restricted boltzmann machine
- approximate inference
- image labeling
- web page prediction
- structured learning
- superpixels
- data mining
- markov networks
- feature extraction
- image processing
- undirected graphical models
- contextual features
- segmentation method
- belief propagation
- prior knowledge
- multiscale
- decision trees
- web pages
- machine learning