IDTL-rPPG: Remote heart rate estimation using instance-based deep transfer learning.
Haoyuan GaoChao ZhangShengbing PeiXiaopei WuPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- transfer learning
- heart rate
- learning tasks
- blood pressure
- knowledge transfer
- labeled data
- heart rate variability
- physiological signals
- active learning
- knn
- machine learning
- reinforcement learning
- cross domain
- semi supervised learning
- multi task
- collaborative filtering
- transfer knowledge
- physical activity
- text classification
- domain adaptation
- text categorization
- text mining
- target domain
- ecg signals
- real time
- parameter estimation
- activity recognition
- nearest neighbor
- learning algorithm
- transferring knowledge
- previously learned
- labeled examples
- prior knowledge
- support vector
- feature extraction
- neural network