Few-shot transfer learning for wearable IMU-based human activity recognition.
Ganesha H. SRinki GuptaSindhu Hak GuptaSreeraman RajanPublished in: Neural Comput. Appl. (2024)
Keyphrases
- transfer learning
- unlabeled data
- human activity recognition
- activity recognition
- labeled data
- semi supervised learning
- semi supervised
- active learning
- human activities
- text classification
- supervised learning
- text categorization
- knowledge transfer
- training data
- cross domain
- visual surveillance
- video sequences
- event detection
- video data
- visual features
- detection algorithm
- key frames
- video content
- object recognition
- human actions
- unsupervised learning
- collaborative filtering
- nearest neighbor
- decision trees