Supervised Deep Learning of Elastic SRV Distances on the Shape Space of Curves.
Emmanuel HartmanYashil SukurdeepNicolas CharonEric KlassenMartin BauerPublished in: CVPR Workshops (2021)
Keyphrases
- deep learning
- shape space
- geodesic paths
- geodesic distance
- unsupervised learning
- quotient space
- weakly supervised
- shape analysis
- shape model
- euclidean distance
- shape representation
- machine learning
- endpoints
- supervised learning
- closed curves
- riemannian metric
- geometric properties
- semi supervised
- shortest path
- distance measure
- statistical analysis
- mental models
- manifold learning
- shape variations
- statistical shape model
- euclidean space
- vector space
- distance function
- pairwise
- feature selection
- dimensionality reduction
- distance transform
- object recognition
- feature extraction