TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling.
Deepak KeshwaniYoshiro KitamuraSatoshi IharaSatoshi IizukaEdgar Simo-SerraPublished in: CoRR (2020)
Keyphrases
- metric learning
- topology preserving
- distance metric
- level set method
- competitive learning
- semi supervised
- self organizing maps
- binary images
- pairwise
- multi task
- learning tasks
- feature space
- distance function
- dimensionality reduction
- neural network
- thinning algorithm
- high resolution
- image processing
- active contours
- level set
- distance measure
- data points