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Geodesic Centroidal Voronoi Tessellations: Theories, Algorithms and Applications

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abstract

Nowadays, big data of digital media (including images, videos and 3D graphical models) are frequently modeled as low-dimensional manifold meshes embedded in a high-dimensional feature space. In this paper, we summarized our recent work on geodesic centroidal Voronoi tessellations(GCVTs), which are intrinsic geometric structures on manifold meshes. We show that GCVT can find a widely range of interesting applications in computer vision and graphics, due to the efficiency of search, location and indexing inherent in these intrinsic geometric structures. Then we present the challenging issues of how to build the combinatorial structures of GCVTs and establish their time and space complexities, including both theoretical and algorithmic results.

fields

cs.CG 1

years

2025 1

verdicts

CONDITIONAL 1

representative citing papers

Isotropic Remeshing with Inter-Angle Optimization

cs.CG · 2025-07-18 · conditional · novelty 5.0

This paper introduces an isotropic remeshing method that gates split, collapse, and flip edits with inter-angle and dihedral checks, and uses MLS upsampling to preserve surface geometry.

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  • Isotropic Remeshing with Inter-Angle Optimization cs.CG · 2025-07-18 · conditional · none · ref 28 · internal anchor

    This paper introduces an isotropic remeshing method that gates split, collapse, and flip edits with inter-angle and dihedral checks, and uses MLS upsampling to preserve surface geometry.