A deep learning-shape driven level set synergism for pulmonary nodule segmentation.
Rukhmini RoyTapabrata ChakrabortiAnanda S. ChowdhuryPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- level set
- deep learning
- shape prior
- level set framework
- energy functional
- variational framework
- active contours
- level set evolution
- level set method
- curve evolution
- shape constraints
- image segmentation
- geometric active contours
- partial differential equations
- unsupervised learning
- signed distance function
- pulmonary nodules
- object boundaries
- object segmentation
- energy function
- shape model
- machine learning
- chan vese
- active shape model
- active contour model
- prior shape
- ct images
- signed distance
- deformable models
- evolution equation
- model selection
- chan vese model
- segmentation result
- ct scans
- region growing
- computer aided
- segmentation method
- image processing