3D augmented Markov random field for object recognition.
Wei YuAhmed Bilal AshrafYao-Jen ChangCongcong LiTsuhan ChenPublished in: ICIP (2010)
Keyphrases
- markov random field
- object recognition
- graph cuts
- higher order
- belief propagation
- mrf model
- pairwise
- parameter estimation
- energy minimization
- maximum a posteriori
- energy function
- random fields
- computer vision
- image restoration
- low level vision
- image segmentation
- image understanding
- markov random field model
- conditional random fields
- potential functions
- textured images
- object categories
- object detection
- prior model
- mrf models
- message passing
- image matching
- smoothness prior
- contextual constraints
- image features
- loopy belief propagation
- neighboring pixels
- map estimation
- spatial continuity