A multi-layered segmentation method for nucleus detection in highly clustered microscopy imaging: A practical application and validation using human U2OS cytoplasm-nucleus translocation images.
Pedro Alves NogueiraLuís Filipe TeófiloPublished in: Artif. Intell. Rev. (2014)
Keyphrases
- segmentation method
- practical application
- multi layered
- automated segmentation
- region growing
- segmentation algorithm
- image segmentation
- active contours
- segmented images
- white blood cells
- image segmentation methods
- active contour model
- ultrasound image segmentation
- segmentation result
- object segmentation
- watershed transform
- shape prior
- model based segmentation
- segmentation scheme
- object detection
- superpixels
- image features
- energy function
- image analysis
- intensity information
- microscopy imaging
- region merging
- bounding box
- watershed segmentation
- level set
- active shape model
- image data
- image processing