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  • 标题:Lexicographic Optimal Homologous Chains and Applications to Point Cloud Triangulations
  • 本地全文:下载
  • 作者:David Cohen-Steiner ; Andr Lieutier ; Julien Vuillamy
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2020
  • 卷号:164
  • 页码:32:1-32:17
  • DOI:10.4230/LIPIcs.SoCG.2020.32
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:This paper considers a particular case of the Optimal Homologous Chain Problem (OHCP) for integer modulo 2 coefficients, where optimality is meant as a minimal lexicographic order on chains induced by a total order on simplices. The matrix reduction algorithm used for persistent homology is used to derive polynomial algorithms solving this problem instance, whereas OHCP is NP-hard in the general case. The complexity is further improved to a quasilinear algorithm by leveraging a dual graph minimum cut formulation when the simplicial complex is a pseudomanifold. We then show how this particular instance of the problem is relevant, by providing an application in the context of point cloud triangulation.
  • 关键词:OHCP; simplicial homology; triangulation; Delaunay
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