Title
Integer-grid maps for reliable quad meshing
Abstract
Quadrilateral remeshing approaches based on global parametrization enable many desirable mesh properties. Two of the most important ones are (1) high regularity due to explicit control over irregular vertices and (2) smooth distribution of distortion achieved by convex variational formulations. Apart from these strengths, state-of-the-art techniques suffer from limited reliability on real-world input data, i.e. the determined map might have degeneracies like (local) non-injectivities and consequently often cannot be used directly to generate a quadrilateral mesh. In this paper we propose a novel convex Mixed-Integer Quadratic Programming (MIQP) formulation which ensures by construction that the resulting map is within the class of so called Integer-Grid Maps that are guaranteed to imply a quad mesh. In order to overcome the NP-hardness of MIQP and to be able to remesh typical input geometries in acceptable time we propose two additional problem specific optimizations: a complexity reduction algorithm and singularity separating conditions. While the former decouples the dimension of the MIQP search space from the input complexity of the triangle mesh and thus is able to dramatically speed up the computation without inducing inaccuracies, the latter improves the continuous relaxation, which is crucial for the success of modern MIQP optimizers. Our experiments show that the reliability of the resulting algorithm does not only annihilate the main drawback of parametrization based quad-remeshing but moreover enables the global search for high-quality coarse quad layouts - a difficult task solely tackled by greedy methodologies before.
Year
DOI
Venue
2013
10.1145/2461912.2462014
ACM Trans. Graph.
Keywords
Field
DocType
quadrilateral mesh,quad mesh,real-world input data,modern miqp optimizers,complexity reduction algorithm,triangle mesh,input complexity,desirable mesh property,typical input geometries,reliable quad meshing,miqp search space,integer-grid map,parametrization
Mathematical optimization,Parametrization,Computer science,Reduction (complexity),Quadrilateral,Quadratic programming,Grid,Speedup,Triangle mesh,Computation
Journal
Volume
Issue
ISSN
32
4
0730-0301
Citations 
PageRank 
References 
64
1.38
31
Authors
5
Name
Order
Citations
PageRank
David Bommes158727.75
Marcel Campen240723.47
Hans-Christian Ebke31234.05
Pierre Alliez42749135.44
Leif Kobbelt55783333.35