Estimating Shape Distances on Neural Representations with Limited Samples.
Dean A. PospisilBrett W. LarsenSarah E. HarveyAlex H. WilliamsPublished in: ICLR (2024)
Keyphrases
- hausdorff distance
- dissimilarity measure
- shape model
- sample points
- distributed representations
- shape descriptors
- network architecture
- object shapes
- rigid body
- shape features
- shape analysis
- distance measure
- shape representation
- neural network
- geodesic distance
- shape matching
- shape recognition
- shape properties
- medial axis
- matching algorithm
- sample set
- topological features
- distance map
- distance function