Estimation of end curvatures from planar point data

  • Authors:
  • Xinhui Ma;Robert J. Cripps

  • Affiliations:
  • School of Engineering, Mechanical and Manufacturing, University of Birmingham, Birmingham, UK;School of Engineering, Mechanical and Manufacturing, University of Birmingham, Birmingham, UK

  • Venue:
  • Proceedings of the 12th IMA international conference on Mathematics of surfaces XII
  • Year:
  • 2007

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Abstract

Given a string of discrete planar points, the estimation of principal curvature vectors using circle fitting and Richardson's extrapolation principle has been considered by several authors. However, these methods can not be directly applied to end points, due to symmetry. This article extends these methods to cope with end points. The method is based on the construction of interpolating circles using the first (or last) four data points. Error analysis suggests that the accuracy of curvature estimation using circle fitting is determined by arc-lengths and derivatives of curvature with respect to arc-length. A comparison is made between the proposed four-point method and the well established threepoint method.