Protein localization on cellular images with Markov random fields.
Song LiuJagath C. RajapaksePublished in: IJCNN (2008)
Keyphrases
- markov random field
- random fields
- mrf model
- textured images
- map estimation
- piecewise constant functions
- prior models
- image features
- test images
- image segmentation
- maximum a posteriori
- image understanding
- parameter estimation
- higher order
- image analysis
- energy function
- graph cuts
- low level vision
- belief propagation
- energy minimization
- object recognition
- neighboring pixels
- segmentation method
- smoothness prior
- maximum a posteriori probability
- image restoration
- input image
- markov networks
- pairwise
- potential functions
- map inference
- iterative conditional
- texture model
- edge detection
- model selection
- similarity measure