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  1. Home > Articles & Issues >
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  3. Matching solid shape ...
Conference paper

Matching solid shapes in arbitrary dimension via random sampling

Daria Schymura (1)
(1) Institut für Informatik [Berlin]
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Imported on
January 31, 2017
Published on
December 31, 2011
Last modified on
March 31, 2025
Volume
DMTCS Proceedings vol. AQ, 23rd Intern. Meeting on Probabilistic, Combinatorial, and Asymptotic Methods for the Analysis of Algorithms (AofA'12)
Proceedings
DOI
10.46298/dmtcs.2992
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https://about.hal.science/hal-authorisation-v1
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Matching solid shapes in arbitrary dimension via random sampling

Daria Schymura (1)
(1) Institut für Informatik [Berlin]
Abstract
We give simple probabilistic algorithms that approximately maximize the volume of overlap of two solid, i.e. full-dimensional, shapes under translations and rigid motions. The shapes are subsets of $ℝ^d$ where $d≥ 2$. The algorithms approximate with respect to an pre-specified additive error and succeed with high probability. Apart from measurability assumptions, we only require that points from the shapes can be generated uniformly at random. An important example are shapes given as finite unions of simplices that have pairwise disjoint interiors.
Keywords
  • [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]
  • [INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM]
  • [MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO]
  • [INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG]
  • shape matching
  • randomized algorithms
  • computational geometry
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