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  • 标题:Removing phase variability to extract a mean shape for juggling trajectories
  • 本地全文:下载
  • 作者:Nicolas J.-B. Brunel ; Juhyun Park
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2014
  • 卷号:8
  • 期号:2
  • 页码:1848-1855
  • DOI:10.1214/14-EJS937E
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:One of the purposes of the curve alignment has been to recover a structural mean of the curves by taking into account the common structural information or shape. Borrowing ideas from shape analysis, we introduce the Frenet-Serret framework to remove phase variation and to define a mean shape for three dimensional curves. Our method effectively regularizes the estimation of the geometry through curvature and torsion, and does not require curve alignment to define a mean. The method is demonstrated with the juggling data set.
  • 关键词:Curve alignment;multi-dimensional curves;Fre net-Serret frame;Fr´echet mean.
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