Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications.
Eoin BrophyWillie MuehlhausenAlan F. SmeatonTomas E. WardPublished in: CoRR (2020)
Keyphrases
- human activity recognition
- activity recognition
- heart rate
- convolutional neural networks
- wearable sensors
- physical activity
- human activities
- blood pressure
- smart home
- visual surveillance
- daily life
- physiological signals
- heart rate variability
- action recognition
- vital signs
- convolutional network
- smart environments
- real time
- health monitoring
- sensor networks
- feature extraction
- computer vision
- transfer learning
- human computer interaction
- multiscale
- data mining