Cell segmentation in microscopy imagery using a bag of local Bayesian classifiers.
Zhaozheng YinRyoma BiseMei ChenTakeo KanadePublished in: ISBI (2010)
Keyphrases
- cell segmentation
- bayesian classifiers
- low contrast
- bayesian classifier
- quantitative analysis
- logistic regression
- bayesian network classifiers
- phase contrast
- supervised classification
- high resolution
- naive bayes
- microscope images
- image data
- bayesian methods
- clinical applications
- base classifiers
- computer vision
- image segmentation
- cancer cells
- continuous domains
- image analysis
- cost sensitive learning
- estimation of distribution algorithms
- image processing
- decision trees
- magnetic resonance
- loss function
- text classification
- feature subset selection
- pairwise
- multiscale