Optimizing 3D Triangulations to Recapture Sharp Edges

AbstractIn this report, a technique for optimizing 3D triangulations is proposed. The method seeks to minimize an energy defined as a sum of energy terms for each edge in a triangle mesh. The main contribution is a novel per edge energy which strikes a balance between penalizing dihedral angle yet allowing sharp edges. The energy is minimized using edge swapping, and this can be done either in a greedy fashion or using simulated annealing. The latter is more costly, but effectively avoids local minima.

The method has been used on a number of models. Particularly good results have been obtained on digital terrain models. It is demonstrated how the method has been able to recapture sharp edges which are clearly present in the data but not reflected by the original triangulation of the elevation points.
Keywordsdata dependent triangulation, simulated annealing, optimization
TypeTechnical report
Year2006    Month June
SeriesIMM-Technical Report-2006-11
NoteRenumbered: Originally given the number IMM-TR-2006-20
Electronic version(s)[pdf]
BibTeX data [bibtex]
IMM Group(s)Image Analysis & Computer Graphics