Image Segmentation with Implicit Color Standardization Using Spatially Constrained Expectation Maximization: Detection of Nuclei.
James MonacoJ. HippD. LucasS. SmithUlysses J. BalisAnant MadabhushiPublished in: MICCAI (1) (2012)
Keyphrases
- expectation maximization
- image segmentation
- em algorithm
- boundary detection
- color images
- color image segmentation
- mixture model
- texture image segmentation
- background segmentation
- object detection
- markov random field
- complex background
- segmentation method
- color information
- active contours
- maximum likelihood
- skin detection
- gaussian mixture model
- false positives
- color space
- detection method
- deformable models
- detection rate
- detection algorithm
- color segmentation
- probabilistic model
- image processing
- level set method
- color constancy
- greyscale images
- image analysis
- road signs
- automatic image orientation
- multiscale
- automated detection
- unsupervised segmentation
- level set
- generative model
- segmentation algorithm
- face detection