A Deep Learning Pipeline Incorporating Level Set for Vascular Segmentation and Topological Analysis.
Xueying WangXiaoya LiuYue ZhangQiongyu GuoXiaoying TangPublished in: ISICDM (2020)
Keyphrases
- level set
- deep learning
- shape prior
- level set method
- active contours
- image segmentation
- curve evolution
- partial differential equations
- variational level set method
- level set based segmentation
- level set evolution
- piecewise constant
- geodesic active contours
- energy function
- image segmentation methods
- energy functional
- prior knowledge
- variational framework
- level set framework
- multiphase segmentation
- pairwise
- machine learning
- chan vese
- organ segmentation
- segmentation method