Octahedral Frames for Feature-Aligned Cross Fields

Abstract

We present a method for designing smooth cross fields on surfaces that automatically align to sharp features of an underlying geometry. Our approach introduces a novel class of energies based on a representation of cross fields in the spherical harmonic basis. We provide theoretical analysis of these energies in the smooth setting, showing that they penalize deviations from surface creases while otherwise promoting intrinsically smooth fields. We demonstrate the applicability of our method to quad meshing and include an extensive benchmark comparing our fields to other automatic approaches for generating feature-aligned cross fields on triangle meshes.

Document Details

Document Type
Pub Defense Publication
Publication Date
Apr 24, 2020
Source ID
10.1145/3374209

Entities

People

  • David Bommes
  • Edward Chien
  • Etienne Vouga
  • Josh Vekhter
  • Justin Solomon
  • Paul Zhang

Organizations

  • Air Force Office of Scientific Research
  • Army Research Office
  • Massachusetts Institute of Technology
  • National Science Foundation
  • United States Department of Energy
  • University of Bern
  • University of Texas at Austin

Tags

Fields of Study

  • Computer science
  • Physics

Readers

  • Computer Vision.
  • Neural Network Machine Learning.
  • Solar Physics