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Parallel algorithms for approximation of distance maps on parametric surfaces

  • Ofir Weber
  • , Yohai S. Devir
  • , Alexander M. Bronstein
  • , Michael M. Bronstein
  • , Ron Kimmel
  • Technion-Israel Institute of Technology

Research output: Contribution to journal › Article › peer-review

115 Scopus citations

Abstract

We present an efficient O(n) numerical algorithm for first-order approximation of geodesic distances on geometry images, where n is the number of points on the surface. The structure of our algorithm allows efficient implementation on parallel architectures. Two implementations on a SIMD processor and on a GPU are discussed. Numerical results demonstrate up to four orders of magnitude improvement in execution time compared to the state-of-the-art algorithms.

Original languageEnglish
Article number104
JournalACM Transactions on Graphics
Volume27
Issue number4
DOIs
StatePublished - 1 Oct 2008
Externally publishedYes

Keywords

  • Eikonal equation
  • Fast marching
  • GPU
  • Geodesic distances
  • Geometry image
  • Multiple charts
  • Parallel algorithms
  • SIMD

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