Isotropic Remeshing with Fast and Exact Computation of Restricted Voronoi Diagram
Identifieur interne : 003480 ( Main/Exploration ); précédent : 003479; suivant : 003481Isotropic Remeshing with Fast and Exact Computation of Restricted Voronoi Diagram
Auteurs : Dong-Ming Yan [France] ; Bruno Lévy [France] ; Yang Liu [France] ; Feng Sun [Hong Kong] ; Wenping Wang [Hong Kong]Source :
- Computer Graphics Forum [ 0167-7055 ] ; 2009-07-15.
Abstract
We propose a new isotropic remeshing method, based on Centroidal Voronoi Tessellation (CVT). Constructing CVT requires to repeatedly compute Restricted Voronoi Diagram (RVD), defined as the intersection between a 3D Voronoi diagram and an input mesh surface. Existing methods use some approximations of RVD. In this paper, we introduce an efficient algorithm that computes RVD exactly and robustly. As a consequence, we achieve better remeshing quality than approximation-based approaches, without sacrificing efficiency. Our method for RVD computation uses a simple procedure and a kd-tree to quickly identify and compute the intersection of each triangle face with its incident Voronoi cells. Its time complexity is O(mlogn), where n is the number of seed points and m is the number of triangles of the input mesh. Fast convergence of CVT is achieved using a quasi-Newton method, which proved much faster than Lloyd's iteration. Examples are presented to demonstrate the better quality of remeshing results with our method than with the state-of-art approaches.
Url:
DOI: 10.1111/j.1467-8659.2009.01521.x
Affiliations:
- France, Hong Kong
- Grand Est, Lorraine (région)
- Nancy
- Institut national polytechnique de Lorraine, Université Nancy 2, Université de Lorraine
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Le document en format XML
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<idno type="DOI">10.1111/j.1467-8659.2009.01521.x</idno>
<series><title level="j">Computer Graphics Forum</title>
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<front><div type="abstract" xml:lang="en">We propose a new isotropic remeshing method, based on Centroidal Voronoi Tessellation (CVT). Constructing CVT requires to repeatedly compute Restricted Voronoi Diagram (RVD), defined as the intersection between a 3D Voronoi diagram and an input mesh surface. Existing methods use some approximations of RVD. In this paper, we introduce an efficient algorithm that computes RVD exactly and robustly. As a consequence, we achieve better remeshing quality than approximation-based approaches, without sacrificing efficiency. Our method for RVD computation uses a simple procedure and a kd-tree to quickly identify and compute the intersection of each triangle face with its incident Voronoi cells. Its time complexity is O(mlogn), where n is the number of seed points and m is the number of triangles of the input mesh. Fast convergence of CVT is achieved using a quasi-Newton method, which proved much faster than Lloyd's iteration. Examples are presented to demonstrate the better quality of remeshing results with our method than with the state-of-art approaches.</div>
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<tree><country name="France"><region name="Grand Est"><name sortKey="Yan, Dong Ming" sort="Yan, Dong Ming" uniqKey="Yan D" first="Dong-Ming" last="Yan">Dong-Ming Yan</name>
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