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