Generative Human Motion Stylization in Latent Space.
Chuan GuoYuxuan MuXinxin ZuoPeng DaiYouliang YanJuwei LuLi ChengPublished in: ICLR (2024)
Keyphrases
- human motion
- latent space
- generative model
- gaussian process latent variable models
- dynamical model
- human body
- video sequences
- motion capture
- latent variables
- low dimensional
- gaussian process
- probabilistic model
- spatio temporal
- body parts
- image sequences
- gaussian processes
- human actions
- lower dimensional
- parameter space
- dimensionality reduction
- high dimensional
- bayesian framework
- markerless
- feature space
- manifold learning
- matrix factorization
- latent dirichlet allocation
- data sets
- transfer learning
- human pose
- semi supervised
- prior knowledge
- computer vision
- humanoid robot
- expectation maximization
- em algorithm
- topic models
- principal component analysis
- probabilistic latent semantic analysis
- body pose
- image processing