Human motion reconstruction from sparse 3D motion sensors using kernel CCA-based regression.
Jongmin KimYeongho SeolJehee LeePublished in: Comput. Animat. Virtual Worlds (2013)
Keyphrases
- human motion
- canonical correlation analysis
- kernel cca
- image sequences
- video sequences
- three dimensional
- human body
- motion capture
- optical motion capture
- partial least squares
- spatio temporal
- motion sequences
- sensor data
- least squares
- body parts
- human movements
- motion recognition
- human actions
- motion estimation
- optical flow
- regression model
- feature points
- high dimensional
- motion capture data
- image reconstruction
- gaussian processes
- model selection
- computer vision
- d objects
- high resolution
- pose estimation
- motion synthesis
- kernel canonical correlation analysis
- object recognition
- image processing