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Classical formulations of the shape matching problem involve the definition of a matching cost that directly depends on the action of …

We propose Anisotropic Windowed Fourier Transform (AWFT), a framework for localized space-frequency analysis of deformable 3D shapes. …

We propose the first algorithm for non-rigid 2D-to-3D shape matching, where the input is a 2D shape represented as a planar curve and a …

A particularly challenging setting of the shape matching problem arises when the shapes being matched have topological artifacts due to …

Notions of similarity and correspondence between geometric shapes and images are central to many tasks in geometry processing, computer …

The goal of these course notes is to describe the main mathematical ideas behind geometric deep learning and to provide implementation …

We consider the problem of deformable object detection and dense correspondence in cluttered 3D scenes. Key ingredient to our method is …

Matching deformable 3D shapes under partiality transformations is a challenging problem that has received limited focus in the computer …

Since their introduction in the shape analysis community, functional maps have met with considerable success due to their ability to …

Due to their recent availability as off-the-shelf commercial devices, light-field cameras has gathered increasing attention from both …