imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose.
Thiemo AlldieckHongyi XuCristian SminchisescuPublished in: ICCV (2021)
Keyphrases
- generative model
- articulated pose
- probabilistic model
- mixture model
- pose estimation
- bayesian framework
- conditional random fields
- discriminative learning
- prior knowledge
- human pose estimation
- topic models
- semi supervised
- human body
- object categories
- hierarchical hidden markov models
- discriminative models
- graphical models
- em algorithm
- expectation maximization
- pairwise
- generative and discriminative models
- decision trees