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Alle Oberthemen / Informatik / Computergrafik / Schwerpunktkolloquium: Basic Techniques, Geometry Processing, Global Illumination
26
Explain the Incremental Decimation algorithm!
Algorithm Overview
for each local operator:
    evaluate quality decrease
    enqueue (quality decrease, op) into priority queue
repeat:
    pop best operator from queue
    apply
    update queue
until target complexity reached or error too large

Operators
  • Vertex Removal: Remove center vertex from a 1-ring and re-triangulate. Topological operator. Degrees of freedom: Triangulation.
  • Edge Collapse: Merge the two end vertices of one edge into one. Topological / geometrical operator. Degrees of freedom: Vertex position.
  • Halfedge Collapse: Merge the start vertex and the end vertex of one edge. New position is the position of the end vertex. Topological operator. Degrees of freedom: None (which is preferable).


Error Metrics
Local Error Metrics: Plane distance, Volume change
Global Error Metrics: Hausdorff distance, Simplification Envelopes, Error Quadrics

Error Quadrics are particularly suitable because they can be evaluated locally: On the initial mesh, compute error quadrics for every vertex from its incident triangle planes. When two vertices are merged, the error quadrics stored in the original vertices are added. Note: Not 100% correct since some planes are added twice.

Fairness Criteria
To ensure a certain mesh quality, we can forbid some operators:
  • Triangle Shape: Forbid operators which would produce triangles with too small interior angles
  • Valence Balance: Forbid operators which would produce a triangulation where the valence of a vertex becomes very small or very large
  • Normal Approximation
  • Texture Distortion
Neuer Kommentar
Karteninfo:
Autor: janisborn
Oberthema: Informatik
Thema: Computergrafik
Schule / Uni: RWTH Aachen
Ort: Aachen
Veröffentlicht: 18.05.2022

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