Non-Linear Temporal Subspace Representations for Activity Recognition.
Anoop CherianSuvrit SraStephen GouldRichard HartleyPublished in: CoRR (2018)
Keyphrases
- activity recognition
- human activity recognition
- human activities
- visual surveillance
- action recognition
- daily life
- event detection
- temporal information
- spatio temporal
- sensory data
- accelerometer data
- smart home
- feature space
- transfer learning
- dimensionality reduction
- principal component analysis
- high dimensional
- daily activities
- activities of daily living
- anomaly detection
- machine learning
- space time
- prior knowledge
- smart environments
- reinforcement learning
- training data
- learning algorithm
- recognizing actions