TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling.
Deepak KeshwaniYoshiro KitamuraSatoshi IharaSatoshi IizukaEdgar Simo-SerraPublished in: MICCAI (6) (2020)
Keyphrases
- metric learning
- topology preserving
- distance metric
- competitive learning
- semi supervised
- self organizing maps
- level set method
- binary images
- learning tasks
- pairwise
- multi task
- image reconstruction
- dimensionality reduction
- distance function
- feature space
- deformation field
- thinning algorithm
- image segmentation
- neural network
- level set
- high resolution
- active contour model
- boundary conditions
- machine learning