Expressive Talking Head Video Encoding in StyleGAN2 Latent Space.
Trevine OorloffYaser YacoobPublished in: ICCV (Workshops) (2023)
Keyphrases
- video encoding
- latent space
- low complexity
- latent variables
- motion estimation
- low dimensional
- computational power
- low bit rate
- parameter space
- gaussian process
- dimensionality reduction
- gaussian processes
- generative model
- reduce the computational complexity
- body pose
- feature space
- manifold learning
- probabilistic latent semantic analysis
- lower dimensional
- matrix factorization
- distance metric
- high dimensional
- transfer learning
- gaussian mixture
- high dimensional data
- computational complexity
- video coding
- image compression
- machine learning
- bit rate
- co occurrence
- probabilistic model
- feature extraction
- feature selection