The heat method for distance computation

K Crane, C Weischedel, M Wardetzky - Communications of the ACM, 2017 - dl.acm.org
We introduce the heat method for solving the single-or multiple-source shortest path
problem on both flat and curved domains. A key insight is that distance computation can be …

A survey of algorithms for geodesic paths and distances

K Crane, M Livesu, E Puppo, Y Qin - arXiv preprint arXiv:2007.10430, 2020 - arxiv.org
Numerical computation of shortest paths or geodesics on curved domains, as well as the
associated geodesic distance, arises in a broad range of applications across digital …

You can find geodesic paths in triangle meshes by just flipping edges

N Sharp, K Crane - ACM Transactions on Graphics (TOG), 2020 - dl.acm.org
This paper introduces a new approach to computing geodesics on polyhedral surfaces---the
basic idea is to iteratively perform edge flips, in the same spirit as the classic Delaunay flip …

Fast and exact discrete geodesic computation based on triangle-oriented wavefront propagation

Y Qin, X Han, H Yu, Y Yu, J Zhang - ACM Transactions on Graphics …, 2016 - dl.acm.org
Computing discrete geodesic distance over triangle meshes is one of the fundamental
problems in computational geometry and computer graphics. In this problem, an effective …

Saddle vertex graph (SVG) a novel solution to the discrete geodesic problem

X Ying, X Wang, Y He - ACM Transactions on Graphics (TOG), 2013 - dl.acm.org
This paper presents the Saddle Vertex Graph (SVG), a novel solution to the discrete
geodesic problem. The SVG is a sparse undirected graph that encodes complete geodesic …

Continuous shortest path vector field navigation on 3d triangular meshes for mobile robots

S Pütz, T Wiemann, MK Piening… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
We present a highly efficient approach to compute continuous shortest path vector fields on
arbitrarily shaped 3D triangular meshes for robot navigation in complex real-world outdoor …

Centroidal power diagrams with capacity constraints: Computation, applications, and extension

SQ Xin, B Lévy, Z Chen, L Chu, Y Yu, C Tu… - ACM Transactions on …, 2016 - dl.acm.org
This article presents a new method to optimally partition a geometric domain with capacity
constraints on the partitioned regions. It is an important problem in many fields, ranging from …

Intrinsic computation of centroidal Voronoi tessellation (CVT) on meshes

X Wang, X Ying, YJ Liu, SQ Xin, W Wang, X Gu… - Computer-Aided …, 2015 - Elsevier
Centroidal Voronoi tessellation (CVT) is a special type of Voronoi diagram such that the
generating point of each Voronoi cell is also its center of mass. The CVT has broad …

Fast wavefront propagation (FWP) for computing exact geodesic distances on meshes

C Xu, TY Wang, YJ Liu, L Liu… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Computing geodesic distances on triangle meshes is a fundamental problem in
computational geometry and computer graphics. To date, two notable classes of algorithms …

Learning the geodesic embedding with graph neural networks

B Pang, Z Zheng, G Wang, PS Wang - ACM Transactions on Graphics …, 2023 - dl.acm.org
We present GEGNN, a learning-based method for computing the approximate geodesic
distance between two arbitrary points on discrete polyhedra surfaces with constant time …