Strategies for Inference Mechanism of Conditional Random Fields for Multiple-Resident Activity Recognition in a Smart Home.
Kuo-Chung HsuYi-Ting ChiangGu-Yang LinChing-Hu LuJane Yung-jen HsuLi-Chen FuPublished in: IEA/AIE (1) (2010)
Keyphrases
- smart home
- activity recognition
- conditional random fields
- inference mechanism
- smart home environment
- human activities
- daily activities
- probabilistic model
- action recognition
- hidden markov models
- higher order
- graphical models
- information extraction
- ambient intelligence
- older adults
- pairwise
- context aware
- activities of daily living
- ambient assisted living
- intelligent systems
- home environments
- segmentation method
- generative model
- markov random field
- machine learning
- production rules
- feature selection
- computer vision
- decision trees
- inference process
- prior knowledge