Conditional Random Fields for Object Recognition.
Ariadna QuattoniMichael CollinsTrevor DarrellPublished in: NIPS (2004)
Keyphrases
- conditional random fields
- object recognition
- hidden markov models
- random fields
- probabilistic model
- information extraction
- markov random field
- generative model
- sequence labeling
- graphical models
- crf model
- computer vision
- higher order
- maximum entropy
- structured learning
- natural images
- superpixels
- named entity recognition
- object detection
- web page prediction
- pairwise
- markov models
- parameter learning
- structured prediction
- segmentation method
- semi markov
- unsupervised learning
- image labeling
- machine learning
- error correcting output coding
- loopy belief propagation
- markov networks
- approximate inference
- energy function
- image processing
- learning algorithm
- information retrieval