GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations.
Martin EngelckeAdam R. KosiorekOiwi Parker JonesIngmar PosnerPublished in: CoRR (2019)
Keyphrases
- object tracking
- video sequences
- moving objects
- image sequences
- object appearance
- object representation
- appearance model
- generative model
- latent variables
- dynamic scenes
- gibbs sampler
- multiple images
- three dimensional
- d scene
- bayesian networks
- spatial relations
- multiple objects
- generative process
- real world scenes
- complex scenes
- real scenes
- markov chain monte carlo
- reference object
- lighting conditions
- geometric models
- probabilistic model
- d objects
- scene understanding
- object class
- random sampling
- target object
- object detection