An Orientation Reliability Matrix for the Iterative Closest Point Algorithm

  • Authors:
  • Byung-Uk Lee;Chul-Min Kim;Rae-Hong Park

  • Affiliations:
  • Ewha Womans Univ., Seoul, Korea;Samsung Electronics, Suwon, Korea;Sogang Univ., Seoul, Korea

  • Venue:
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Year:
  • 2000

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Abstract

This paper proposes a matrix which represents the reliability of the rotation components of the iterative closest point (ICP) algorithm in range image registration. We show that the reliability of the ICP algorithm depends on the surface normal vectors of the object.