Enabling Dark Energy Science with Deep Generative Models of Galaxy Images.
Siamak RavanbakhshFrancois LanusseRachel MandelbaumJeff G. SchneiderBarnabás PóczosPublished in: AAAI (2017)
Keyphrases
- generative model
- visual patterns
- image features
- mixture model
- image retrieval
- input image
- image classification
- object recognition
- discriminative learning
- image annotation
- image set
- image matching
- probabilistic model
- prior knowledge
- conditional random fields
- similarity measure
- segmentation method
- graphical models
- test images
- semi supervised
- object categories
- object parts
- hierarchical hidden markov models