Discriminative learning with latent variables for cluttered indoor scene understanding.
Huayan WangStephen GouldDaphne KollerPublished in: Commun. ACM (2013)
Keyphrases
- scene understanding
- latent variables
- discriminative learning
- structured prediction
- generative model
- object detection
- probabilistic model
- object categories
- object recognition
- vision system
- topic models
- prior knowledge
- latent variable models
- hidden variables
- weakly supervised
- random variables
- approximate inference
- maximum margin
- object class
- graphical models
- markov networks
- markov random field
- pairwise constraints
- computer vision
- data sets
- image set
- object classes
- bayesian networks