Multi-scale Conditional Random Fields for first-person activity recognition.
Kai ZhanSteven FauxFabio RamosPublished in: PerCom (2014)
Keyphrases
- activity recognition
- conditional random fields
- multiscale
- human activity recognition
- probabilistic model
- higher order
- graphical models
- random fields
- human activities
- information extraction
- sequence labeling
- generative model
- hidden markov models
- pairwise
- markov random field
- natural images
- action recognition
- semi markov
- superpixels
- named entity recognition
- accelerometer data
- image segmentation
- smart home
- activities of daily living
- image processing
- transfer learning
- structured prediction
- crf model
- segmentation method
- web page prediction
- text categorization
- model selection