Mesh optimization using global error with application to geometry simplification

  • Authors:

  • Laurent Balmelli;Martin Vetterli;Thomas M. Liebling

  • Affiliations:

  • Visual and Geometric Computing Group, IBM Research, T.J. Watson Center, Hawthorne, New York;Institute for Communication Systems, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland and Department of Electrical Engineering and Computer Science, UC Berkeley, Be ...;Institute for Mathematics, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland

  • Venue:
  • Graphical Models - Special issue: Processing on large polygonal meshes
  • Year:
  • 2002

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Abstract

This paper presents a linear running time optimization algorithm for meshes with subdivision connectivity, e.g., subdivision surfaces. The algorithm optimizes a model using a metric defined by the user. Two functionals are used to build the metric: a rate functional and a distortion (i.e. error) functional. The distortion functional defines the error function to minimize, whereas the rate functional defines the minimization constraint. The algorithm computes approximations within this metric using jointly global error and an optimal vertex selection technique inspired from optimal tree pruning algorithms used in compression. We present an update mechanism, that we name merging domain intersections (MDIs), allowing the control of global error through the optimization process at low cost. Our method has application in progressive model decomposition, compression, rendering, and finite element methods. We apply our method to geometry simplification and present an algorithm to compute a decomposition of a model into a multiresolution hierarchy in O(n log n) time using global error, where n is the number of vertices in the full-resolution model. We show that a direct approach, i.e. not using MDIs, recomputing global error has at least cost O(n2). We analyze the optimality of the algorithm and give several for its properties. We present results for semi-regular meshes obtained from approximation of subdivision surfaces whose connectivity is obtain from (triangulated) quadrilateral quadrisection (e.g. 4-8 or Catmull-Clark subdivision).