HumanGAN: A Generative Model of Human Images.
Kripasindhu SarkarLingjie LiuVladislav GolyanikChristian TheobaltPublished in: 3DV (2021)
Keyphrases
- generative model
- image database
- input image
- image features
- image analysis
- visual patterns
- feature representations
- image data
- probabilistic model
- object parts
- object recognition
- image retrieval
- image classification
- bayesian framework
- discriminative models
- human hair
- latent dirichlet allocation
- topic models
- test images
- lighting conditions
- expectation maximization
- image processing
- prior knowledge
- discriminative learning
- data sets
- em algorithm
- hierarchical bayesian model
- feature extraction
- semi supervised
- pixel level
- markov random field
- image structure
- object categories
- image set