A Curvature-Enhanced Random Walker Segmentation Method for Detailed Capture of 3D Cell Surface Membranes.
E. Josiah LuttonSharon CollierTill BretschneiderPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- segmentation method
- random walker
- graph cuts
- microscopy images
- image segmentation
- energy function
- intensity information
- random walk
- segmentation algorithm
- region growing
- differential geometry
- active contours
- active contour model
- object segmentation
- automated segmentation
- multi label
- shape prior
- implicit surfaces
- segmentation result
- model based segmentation
- image segmentation methods
- multiscale
- segmented images
- method for image segmentation
- d objects
- watershed segmentation
- region merging
- statistical shape model
- machine learning
- segmentation scheme
- scale space
- markov random field