Matrix Representations by Means of Interpolation

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Publication:5119934

DOI10.1145/3087604.3087629zbMATH Open1462.65047arXiv1606.00789OpenAlexW2964142502MaRDI QIDQ5119934

Clément Laroche, Ioannis Z. Emiris, Christos Konaxis, Ilias S. Kotsireas

Publication date: 9 September 2020

Published in: Proceedings of the 2017 ACM on International Symposium on Symbolic and Algebraic Computation (Search for Journal in Brave)

Abstract: We examine implicit representations of parametric or point cloud models, based on interpolation matrices, which are not sensitive to base points. We show how interpolation matrices can be used for ray shooting of a parametric ray with a surface patch, including the case of high-multiplicity intersections. Most matrix operations are executed during pre-processing since they solely depend on the surface. For a given ray, the bottleneck is equation solving. Our Maple code handles bicubic patches in le1~sec, though numerical issues might arise. Our second contribution is to extend the method to parametric space curves and, generally, to codimension >1, by computing the equations of (hyper)surfaces intersecting precisely at the given object. By means of Chow forms, we propose a new, practical, randomized algorithm that always produces correct output but possibly with a non-minimal number of surfaces. For space curves, we obtain 3 surfaces whose polynomials are of near-optimal degree; in this case, computation reduces to a Sylvester resultant. We illustrate our algorithm through a series of examples and compare our Maple prototype with other methods implemented in Maple i.e., Groebner basis and implicit matrix representations. Our Maple prototype is not faster but yields fewer equations and seems more robust than Maple's { t implicitize}; it is also comparable with the other methods for degrees up to 6.


Full work available at URL: https://arxiv.org/abs/1606.00789






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