Using global bag of features models in random fields for joint categorization and segmentation of objects.
Dheeraj SingarajuRené VidalPublished in: CVPR (2011)
Keyphrases
- random fields
- bag of features
- markov random field
- parameter estimation
- non stationary
- markov fields
- multiscale
- scene categorization
- probabilistic model
- segmentation method
- image segmentation
- maximum entropy
- model selection
- segmentation algorithm
- level set
- conditional random fields
- higher order
- semi supervised
- object recognition
- search engine
- text classification
- image classification
- visual words
- d objects