A random-forest random field approach for cellular image segmentation.
Meiguang JinLakshmi Narasimhan GovindarajanLi ChengPublished in: ISBI (2014)
Keyphrases
- random forest
- random fields
- markov random field
- image segmentation
- random forests
- graph cuts
- decision trees
- parameter estimation
- random field models
- conditional random fields
- multi label
- mrf model
- markov fields
- maximum entropy
- feature set
- textured images
- non stationary
- image processing
- ensemble methods
- energy function
- higher order
- unsupervised image segmentation
- pairwise
- active contours
- decision tree learning algorithms
- computer vision
- contour detection
- segmentation algorithm
- segmentation method
- ensemble classifier
- expectation maximization
- hidden markov models
- multiscale
- machine learning methods
- texture segmentation
- image segmentation algorithms
- bayesian networks
- feature extraction