Automatic Activity Classification Based on Human Body Kinematics and Dynamic Time Wrapping.
Xinyao HuShaorong MoDongsheng PengFei ShenChuang LuoXingda QuPublished in: DSL (2018)
Keyphrases
- human body
- pedestrian detection
- body parts
- motion capture
- human motion
- human motion analysis
- pose estimation
- feature extraction
- human movement
- joint angles
- monocular images
- training set
- markerless
- feature selection
- human motion capture
- articulated objects
- benchmark datasets
- feature vectors
- feature space
- machine learning
- human pose
- dynamic environments
- generative model
- model selection
- upper body
- kinematic chain