Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker.
Farheen OmarMathieu SinnJakub TruszkowskiPascal PoupartJames Yungjen TungAllen CainePublished in: UAI (2010)
Keyphrases
- activity recognition
- comparative analysis
- probabilistic model
- human activity recognition
- action recognition
- human activities
- semi quantitative
- daily life
- smart home
- visual surveillance
- event detection
- bayesian networks
- daily activities
- accelerometer data
- expectation maximization
- sensory data
- activity analysis
- recognizing actions
- smart environments
- wearable sensors
- body motions
- motion features
- machine learning