Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models.
Minheng NiYabo ZhangKailai FengXiaoming LiYiwen GuoWangmeng ZuoPublished in: CoRR (2023)
Keyphrases
- generative model
- image segmentation
- object categories
- probabilistic model
- expectation maximization
- discriminative learning
- mixture model
- hierarchical hidden markov models
- em algorithm
- discriminative models
- object segmentation
- generative and discriminative models
- graph cuts
- prior knowledge
- markov random field
- conditional random fields
- multiscale
- active contours
- segmentation algorithm
- topic models
- semi supervised
- computer vision
- maximum entropy principle
- image processing
- hidden variables
- information retrieval
- training data
- training examples
- highly efficient
- probability distribution
- language model
- higher order
- information extraction