Conditional random fields for activity recognition in smart environments.
Ehsan NazerfardBarnan DasLawrence B. HolderDiane J. CookPublished in: IHI (2010)
Keyphrases
- smart environments
- activity recognition
- conditional random fields
- human activities
- higher order
- human activity recognition
- smart home
- graphical models
- information extraction
- markov random field
- generative model
- daily life
- probabilistic model
- action recognition
- health monitoring
- pervasive computing
- daily activities
- hidden markov models
- web page prediction
- pairwise
- activities of daily living
- transfer learning
- artificial intelligence
- ambient assisted living
- ubiquitous computing
- segmentation method
- reinforcement learning