Supervised deep learning of elastic SRV distances on the shape space of curves.
Emmanuel HartmanYashil SukurdeepNicolas CharonEric KlassenMartin BauerPublished in: CoRR (2021)
Keyphrases
- deep learning
- shape space
- geodesic paths
- geodesic distance
- unsupervised learning
- quotient space
- weakly supervised
- shape analysis
- shape model
- machine learning
- closed curves
- shape representation
- euclidean space
- euclidean distance
- supervised learning
- endpoints
- statistical analysis
- shortest path
- geometric properties
- semi supervised
- riemannian metric
- distance measure
- manifold learning
- distance transform
- distance function
- vector space
- shape variations
- dynamic time warping
- pattern recognition
- geometric structure
- dimensionality reduction
- statistical shape model
- learning algorithm
- feature selection
- mental models
- shape descriptors
- active contours
- image features
- computer vision