Gator: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D Pose.
Yingxuan YouHong LiuXia LiWenhao LiTi WangRunwei DingPublished in: ICASSP (2023)
Keyphrases
- human figure
- motion capture
- motion capture data
- upper body
- position and orientation
- human arm
- static images
- joint angles
- pose estimation
- human pose
- regression model
- human motion
- motion analysis
- image sequences
- weak perspective projection
- fuzzy logic
- human gait
- camera motion
- robot motion
- gait analysis
- optical flow
- motion model
- rigid objects
- space time
- model selection
- degrees of freedom
- articulated objects
- motion tracking
- human body
- graph structure
- neural network
- object recognition
- directed graph
- perceptual information
- initial position
- linear regression
- motion parameters
- motion patterns
- least squares
- feature points
- inverse kinematics
- head motion
- human pose estimation
- gaussian processes