Evaluating the covariance matrix constraints for data-driven statistical human motion reconstruction.
Christos MousasPaul F. NewburyChristos-Nikolaos AnagnostopoulosPublished in: SCCG (2014)
Keyphrases
- covariance matrix
- human motion
- data driven
- covariance matrices
- human body
- motion capture
- principal component analysis
- optical motion capture
- image sequences
- video sequences
- sample size
- body parts
- geometrical interpretation
- motion recognition
- spatio temporal
- motion sequences
- correlation matrix
- human actions
- three dimensional
- motion synthesis
- human movements
- motion capture data
- gaussian mixture
- multivariate gaussian
- visual data
- high resolution
- motion segmentation
- articulated human motion
- image reconstruction