Non-Contact Heart Rate Monitoring by Combining Convolutional Neural Network Skin Detection and Remote Photoplethysmography via a Low-Cost Camera.
Chuanxiang TangJiwu LuJie LiuPublished in: CVPR Workshops (2018)
Keyphrases
- convolutional neural network
- skin detection
- heart rate
- face detection
- low cost
- vital signs
- real time
- physical activity
- skin color
- object detection
- blood pressure
- continuous monitoring
- heart rate variability
- human faces
- gesture recognition
- vision system
- detection method
- field of view
- computer vision
- color space
- monitoring system
- color constancy
- face recognition
- neural network
- hidden markov models
- health monitoring
- ecg signals
- background subtraction
- camera motion
- support vector machine