Segmentation of cell nuclei in 3D microscopy images based on level set deformable models and convex minimization.
Jan-Philip BergeestKarl RohrPublished in: ISBI (2014)
Keyphrases
- cell nuclei
- microscopy images
- deformable models
- level set
- shape prior
- level set method
- image segmentation
- active contours
- multi channel
- medical images
- medical image analysis
- object boundaries
- curve evolution
- partial differential equations
- watershed transform
- energy functional
- image analysis
- low contrast
- automated analysis
- image intensity
- cancer diagnosis
- energy function
- electron microscopy
- quantitative evaluation
- active contour model
- region growing
- markov random field
- segmented images
- magnetic resonance
- segmentation result
- fully automatic
- graph cuts
- segmentation method
- computer vision