From smart to deep: Robust activity recognition on smartwatches using deep learning.
Sourav BhattacharyaNicholas D. LanePublished in: PerCom Workshops (2016)
Keyphrases
- deep learning
- activity recognition
- smart environments
- unsupervised feature learning
- unsupervised learning
- human activity recognition
- human activities
- smart home environment
- action recognition
- deep architectures
- machine learning
- smart home
- sensory data
- accelerometer data
- mental models
- weakly supervised
- deep belief networks
- activities of daily living
- data sets
- computer vision
- probabilistic model