Learning on Geometric and Visual Data
Improve geometric data analysis
- - CNN on manifolds, point sets
- - Extension to non-manifold structures
- - Integrate shape symmetry, intrinsic properties
- - Understand shape differences
- - Analysis of distribution of shapes
Main Objectives
- Shape classification/correspondance
- Exploring new shape generation
- Assist generation of new content
-
