Depth-Camera Based Energy Expenditure Estimation System for Physical Activity Using Posture Classification Algorithm.
Bor-Shing LinI-Jung LeeChin-Shyurng FahnYi-Fang LeeWei-Jen ChouMeng-Luen WuPublished in: Sensors (2021)
Keyphrases
- classification algorithm
- physical activity
- depth cameras
- knn
- k nearest neighbor
- heart rate
- training set
- class labels
- gesture recognition
- learning algorithm
- depth images
- human body
- naive bayes
- support vector machine
- wearable sensors
- depth information
- real time
- action recognition
- hand gestures
- video sequences
- reinforcement learning