Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker
Farheen OmarMathieu SinnJakub TruszkowskiPascal PoupartJames Yungjen TungAllen CainePublished in: CoRR (2012)
Keyphrases
- comparative analysis
- activity recognition
- probabilistic model
- human activity recognition
- human activities
- action recognition
- daily life
- visual surveillance
- smart home
- semi quantitative
- event detection
- expectation maximization
- motion features
- transfer learning
- daily activities
- recognizing actions
- accelerometer data
- human actions
- smart environments
- sensory data
- activity analysis
- wearable sensors
- activities of daily living
- hidden markov models
- bayesian networks
- information retrieval