Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals.
Serena ZanelliMounim A. El-YacoubiMagid HallabMehdi AmmiPublished in: EMBC (2021)
Keyphrases
- quality assessment
- transfer learning
- signal processing
- heart rate
- image quality
- knowledge transfer
- reinforcement learning
- independent component analysis
- labeled data
- machine learning
- video quality
- learning tasks
- image processing
- learning algorithm
- cross domain
- domain adaptation
- image quality assessment
- text categorization
- unlabeled data
- text classification
- collaborative filtering
- human visual system
- data quality
- pairwise
- ecg signals
- real world
- transfer knowledge
- transferring knowledge