A graphical model approach to automated classification of protein subcellular location patterns in multi-cell images.
Shann-Ching ChenRobert F. MurphyPublished in: BMC Bioinform. (2006)
Keyphrases
- graphical models
- protein subcellular location
- subcellular location
- microscope images
- automated classification
- belief propagation
- protein sequences
- input image
- three dimensional
- probabilistic model
- probabilistic graphical models
- random variables
- approximate inference
- image features
- probabilistic inference
- image matching
- object recognition
- exact inference
- factor graphs
- bayesian networks
- conditional random fields
- microscopy images
- image processing
- automatic segmentation
- keypoints
- conditional dependencies
- feature points