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Scale space meshing of raw data point sets

  • Julie Digne*
  • , Jean-Michel Morel
  • , Charyar-Mehdi Souzani
  • , Claire Lartigue
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This paper develops a scale space strategy for orienting and meshing exactly and completely a raw point set. The scale space is based on the intrinsic heat equation, also called mean curvature motion (MCM). A simple iterative scheme implementing MCM directly on the raw point set is described, and a mathematical proof of its consistency with MCM is given. Points evolved by this MCM implementation can be trivially backtracked to their initial raw position. Therefore, both the orientation and mesh of the data point set obtained at a smooth scale can be transported back on the original. The gain in visual accuracy is demonstrated on archaeological objects by comparison with several state of the art meshing methods. © 2011 The Authors.
Original languageEnglish
Pages (from-to)1630-1642
JournalComputer Graphics Forum
Volume30
Issue number6
Online published7 Feb 2011
DOIs
Publication statusPublished - Sept 2011
Externally publishedYes

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Funding

The authors acknowledge support by D.G.A., French Ministry of Defense, Centre National d'Etudes Spatiales (R&T MISS), Office of Naval research (grant N00014-97-1-0839) and the E.R.C. advanced grant ‘‘Twelve labours’'.

Research Keywords

  • Mean curvature motion
  • Mesh reconstruction
  • Scale space

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