Towards improving feature extraction and classification for activity recognition on streaming data.
Nawel YalaBelkacem FerganiAnthony FleuryPublished in: J. Ambient Intell. Humaniz. Comput. (2017)
Keyphrases
- activity recognition
- streaming data
- feature extraction and classification
- data streams
- concept drift
- human activity recognition
- human activities
- sliding window
- feature extraction
- pattern recognition
- action recognition
- data distribution
- texture classification
- anomaly detection
- event detection
- transfer learning
- preprocessing
- vehicle detection
- change detection
- prior knowledge
- pairwise
- computer vision