VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space.
Guénolé FicheSimon LeglaiveXavier Alameda-PinedaAntonio AgudoFrancesc Moreno-NoguerPublished in: CoRR (2023)
Keyphrases
- human pose
- latent variables
- vector quantization
- image compression
- probabilistic model
- random variables
- pose estimation
- action recognition
- human body
- topic models
- prior knowledge
- body parts
- human detection
- human motion
- depth images
- closed form
- visual words
- mixture model
- image classification
- computer vision
- higher order
- wavelet transform
- multiscale
- high quality