Improved Nuclear Segmentation on Histopathology Images Using a Combination of Deep Learning and Active Contour Model.
Lei ZhaoTao WanHongxiang FengZengchang QinPublished in: ICONIP (6) (2018)
Keyphrases
- active contour model
- deep learning
- segmentation method
- histopathology images
- region growing
- shape prior
- boundary extraction
- active contours
- gradient vector flow
- snake model
- geodesic active contours
- deformable contour
- level set
- image segmentation
- unsupervised learning
- external force
- segmentation algorithm
- graph cuts
- energy function
- machine learning
- dce mri
- energy minimization
- weakly supervised
- multiscale
- deformable models
- medical images
- object segmentation
- user interaction
- edge detection
- mental models
- image processing
- learning algorithm