Is synthetic data from generative models ready for image recognition?
Ruifei HeShuyang SunXin YuChuhui XueWenqing ZhangPhilip H. S. TorrSong BaiXiaojuan QiPublished in: CoRR (2022)
Keyphrases
- synthetic data
- image recognition
- generative model
- probabilistic model
- data sets
- mixture model
- image classification
- real world
- conditional random fields
- discriminative learning
- discriminative models
- em algorithm
- prior knowledge
- pattern recognition
- maximum entropy principle
- face recognition
- topic models
- representational power
- hierarchical hidden markov models
- object categories
- image retrieval
- image processing
- expectation maximization
- semi supervised
- generative and discriminative models
- neural network
- image analysis
- real image data
- pavement distress