Directional field synthesis, design, and processing

A Vaxman, M Campen, O Diamanti… - Computer graphics …, 2016 - Wiley Online Library
Direction fields and vector fields play an increasingly important role in computer graphics
and geometry processing. The synthesis of directional fields on surfaces, or other spatial …

Computing and processing correspondences with functional maps

M Ovsjanikov, E Corman, M Bronstein… - SIGGRAPH ASIA 2016 …, 2016 - dl.acm.org
Notions of similarity and correspondence between geometric shapes and images are central
to many tasks in geometry processing, computer vision, and computer graphics. The goal of …

Complex functional maps: A conformal link between tangent bundles

N Donati, E Corman, S Melzi… - Computer Graphics …, 2022 - Wiley Online Library
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 …

Multifactor sequential disentanglement via structured koopman autoencoders

N Berman, I Naiman, O Azencot - arXiv preprint arXiv:2303.17264, 2023 - arxiv.org
Disentangling complex data to its latent factors of variation is a fundamental task in
representation learning. Existing work on sequential disentanglement mostly provides two …

Vector field processing on triangle meshes

F De Goes, M Desbrun, Y Tong - ACM SIGGRAPH 2016 Courses, 2016 - dl.acm.org
While scalar fields on surfaces have been staples of geometry processing, the use of
tangent vector fields has steadily grown in geometry processing over the last two decades …

Chebyshev nets from commuting PolyVector fields

AO Sageman-Furnas, A Chern, M Ben-Chen… - ACM Transactions on …, 2019 - dl.acm.org
We propose a method for computing global Chebyshev nets on triangular meshes. We
formulate the corresponding global parameterization problem in terms of commuting …

Integrable polyvector fields

O Diamanti, A Vaxman, D Panozzo… - ACM Transactions on …, 2015 - dl.acm.org
We present a framework for designing curl-free tangent vector fields on discrete surfaces.
Such vector fields are gradients of locally-defined scalar functions, and this property is …

Isometry‐aware preconditioning for mesh parameterization

S Claici, M Bessmeltsev, S Schaefer… - Computer Graphics …, 2017 - Wiley Online Library
This paper presents a new preconditioning technique for large‐scale geometric optimization
problems, inspired by applications in mesh parameterization. Our positive (semi‐) definite …

Improved functional mappings via product preservation

D Nogneng, S Melzi, E Rodola… - Computer Graphics …, 2018 - Wiley Online Library
In this paper, we consider the problem of information transfer across shapes and propose an
extension to the widely used functional map representation. Our main observation is that in …

Dimon: Learning solution operators of partial differential equations on a diffeomorphic family of domains

M Yin, N Charon, R Brody, L Lu, N Trayanova… - arXiv preprint arXiv …, 2024 - arxiv.org
The solution of a PDE over varying initial/boundary conditions on multiple domains is
needed in a wide variety of applications, but it is computationally expensive if the solution is …