Gimme Signals: Discriminative signal encoding for multimodal activity recognition.
Raphael MemmesheimerNick TheisenDietrich PaulusPublished in: IROS (2020)
Keyphrases
- activity recognition
- signal processing
- signal detection
- original signal
- human activity recognition
- heart rate
- radio frequency
- body motions
- human activities
- signal analysis
- action recognition
- ecg signals
- visual surveillance
- daily life
- empirical mode decomposition
- recognizing actions
- accelerometer data
- sensory data
- smart environments
- smart home
- activity analysis
- activities of daily living
- daily activities
- reinforcement learning
- human actions
- transfer learning
- unsupervised learning
- hidden markov models