Object Detection Based on Combination of Conditional Random Field and Markov Random Field.
Ping ZhongRunsheng WangPublished in: ICPR (3) (2006)
Keyphrases
- markov random field
- conditional random fields
- object detection
- random fields
- belief propagation
- higher order
- graph cuts
- crf model
- pairwise
- energy function
- image segmentation
- energy minimization
- maximum a posteriori
- mrf model
- long range
- maximum entropy
- parameter estimation
- image labeling
- potential functions
- semantic segmentation
- approximate inference
- object categories
- structured prediction
- max margin
- loopy belief propagation
- partition function
- object segmentation
- markov networks
- undirected graphical models
- superpixels
- natural images
- multi class
- hidden markov models
- multiscale
- message passing
- pascal voc
- graphical models
- object recognition
- training data
- clustering algorithm
- computer vision