Abstract
We show that the medial axis ofa surface S ⊂ ℝ3 can be approximated as a subcomplex oft he Voronoi diagram of a point sample of S. The subcomplex converges to the true medial axis as the sampling density approaches infinity. Moreover, the subcomplex can be computed in a scale and density independent manner. Experimental results as detailed in a companion paper corroborate our theoretical claims.
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References
N. Amenta and M. Bern. Surface reconstruction by Voronoi filtering. Discr. Comput. Geom. 22 (1999), 481–504.
N. Amenta, S. Choi, T.K. Dey and N. Leekha. A simple algorithm for homeomorphic surface reconstruction. Internat. J. Comput. Geom. Applications, 12 (2002), 125–121.
N. Amenta, S. Choi and R.K. Kolluri. The power crust, unions of balls, and the medial axis transform. Comput. Geom. Theory and Applications 19 (2001), 127–153.
D. Attali and J.-O. Lachaud. Delaunay conforming iso-surface, skeleton extraction and noise removal. Comput. Geom.: Theory Appl., 2001, to appear.
D. Attali and A. Montanvert. Computing and simplifying 2D and 3D continuous skeletons. Computer Vision and Image Understanding 67 (1997), 261–273.
J.D. Boissonnat and F. Cazals. Natural neighbor coordinates of points on a surface. Comput. Geom. Theory Appl. 19 (2001), 87–120.
J.W. Brandt and V.R. Algazi. Continuous skeleton computation by Voronoi diagram. Comput. Vision, Graphics, Image Process. 55 (1992), 329–338.
T. Culver, J. Keyser and D. Manocha. Accurate computation of the medial axis of a polyhedron. 5th ACM Sympos. Solid Modeling Applications, (1999), 179–190.
T.K. Dey and W. Zhao. Approximate medial axis as a Voronoi subcomplex. 7th ACM Sympos. Solid Modeling Applications, (2002), 356–366.
M. Etzion and A. Rappoport. Computing Voronoi skeletons of a 3D polyhedron by space subdivision. Tech. Report, Hebrew University, 1999.
P. J. Giblin and B.B. Kimia. A formal classification of 3D medial axis points and their local geometry. Proc. Computer Vision and Pattern Recognition (CVPR), 2000.
L. Guibas, R. Holleman and L. E. Kavraki. A probabilistic roadmap planner for flexible objects with a workspace medial axis based sampling approach. Proc. IEEE/RSJ Intl. Conf. Intelligent Robots and Systems, 1999.
C. Hoffman. How to construct the skeleton of CSG objects. The Mathematics of Surfaces, IVA,Bowyer and J. Davenport Eds., Oxford Univ. Press, 1990.
R. L. Ogniewicz. Skeleton-space: A multiscale shape description combining region and boundary information. Proc. Computer Vision and Pattern Recognition, (1994), 746–751.
D. Sheehy, C. Armstrong and D. Robinson. Shape description by medial axis construction. IEEE Trans. Visualization and Computer Graphics 2 (1996), 62–72.
E. C. Sherbrooke, N. M. Patrikalakis and E. Brisson. An algorithm for the medial axis transform of 3D polyhedral solids. IEEE Trans. Vis. Comput. Graphics 2 (1996), 44–61.
G. M. Turkiyyah, D.W. Storti, M. Ganter, H. Chen and M. Vimawala. An accelerated triangulation method for computing the skeletons of free-form solid models. Computer Aided Design 29 (1997), 5–19.
M. Teichman and S. Teller. Assisted articulation of closed polygonal models. Proc. 9th Eurographics Workshop on Animation and Simulation, 1998.
F.-E. Wolter. Cut locus & medial axis in global shape interrogation & representation. MIT Design Laboratory Memorandum 92-2, 1992.
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Dey, T.K., Zhao, W. (2002). Approximating the Medial Axis from the Voronoi Diagram with a Convergence Guarantee. In: Möhring, R., Raman, R. (eds) Algorithms — ESA 2002. ESA 2002. Lecture Notes in Computer Science, vol 2461. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45749-6_36
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DOI: https://doi.org/10.1007/3-540-45749-6_36
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