Learning a Generative Model of Images by Factoring Appearance and Shape.
Nicolas Le RouxNicolas HeessJamie ShottonJohn M. WinnPublished in: Neural Comput. (2011)
Keyphrases
- generative model
- prior knowledge
- discriminative learning
- visual patterns
- feature representations
- object parts
- probabilistic model
- object shape
- image retrieval
- appearance variations
- learning process
- boltzmann machine
- learning algorithm
- bounding box
- target object
- image set
- object recognition
- learning tasks
- test images
- input image
- image features
- machine learning
- dirichlet process mixture models
- dynamic textures
- image structure
- bayesian framework
- lighting conditions
- em algorithm
- expectation maximization
- similarity measure