59 citations · 162 across the 59 of their papers we have counts for
11 papers · 1 filter
Complex Functional Maps : a Conformal Link Between Tangent Bundles
Nicolas Donati, Etienne Corman, Simone Melzi +1
In this paper, we introduce complex functional maps, which extend the functional map framework to conformal maps between tangent vector fields on surfaces. A key property of these…
Smoothness and effective regularizations in learned embeddings for shape matching
Riccardo Marin, Souhaib Attaiki, Simone Melzi +2
Many innovative applications require establishing correspondences among 3D geometric objects. However, the countless possible deformations of smooth surfaces make shape matching a…
Joint Symmetry Detection and Shape Matching for Non-Rigid Point Cloud
Abhishek Sharma, Maks Ovsjanikov
Despite the success of deep functional maps in non-rigid 3D shape matching, there exists no learning framework that models both self-symmetry and shape matching simultaneously. Thi…
DPFM: Deep Partial Functional Maps
Souhaib Attaiki, Gautam Pai, Maks Ovsjanikov
We consider the problem of computing dense correspondences between non-rigid shapes with potentially significant partiality. Existing formulations tackle this problem through heavy…
Learning Canonical Embedding for Non-rigid Shape Matching
Abhishek Sharma, Maks Ovsjanikov
This paper provides a novel framework that learns canonical embeddings for non-rigid shape matching. In contrast to prior work in this direction, our framework is trained end-to-en…
Differentiable Surface Triangulation
Marie-Julie Rakotosaona, Noam Aigerman, Niloy Mitra +2
Triangle meshes remain the most popular data representation for surface geometry. This ubiquitous representation is essentially a hybrid one that decouples continuous vertex locati…