Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models.
Andrey VoynovStanislav MorozovArtem BabenkoPublished in: CoRR (2020)
Keyphrases
- generative model
- object segmentation
- object categories
- semi supervised
- object detection
- probabilistic model
- superpixels
- graph cuts
- mixture model
- image segmentation
- object classes
- bayesian framework
- unsupervised learning
- segmentation algorithm
- shape prior
- em algorithm
- object class
- weakly supervised
- prior knowledge
- supervised learning
- expectation maximization
- segmentation method
- conditional random fields
- semi supervised learning
- active learning
- object recognition
- labeled data
- markov random field
- d objects
- information extraction
- image processing
- machine learning