Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding.
Huayan WangStephen GouldDaphne KollerPublished in: ECCV (4) (2010)
Keyphrases
- conditional random fields
- scene understanding
- discriminative learning
- latent variables
- probabilistic model
- generative model
- structured prediction
- object detection
- topic models
- object recognition
- graphical models
- vision system
- prior knowledge
- object categories
- mixture model
- latent variable models
- hidden variables
- approximate inference
- expectation maximization
- random variables
- weakly supervised
- markov networks
- active learning
- computer vision
- pairwise
- probability distribution
- image classification
- em algorithm
- maximum likelihood