Umit Rusen Aktas

Compositional Hierarchical Representation of Shape Manifolds for Classification of Non-Manifold Shapes

We address the problem of statistical learning of shape models which are invariant to translation, rotation and scale in compositional hierarchies when data spaces of measurements and shape spaces are not topological manifolds. In practice, this problem is observed while modeling shapes having multi…