Combining Points and Tangents into Parabolic Polygons

  • Authors:
  • Marcos Craizer;Thomas Lewiner;Jean-Marie Morvan

  • Affiliations:
  • Department of Mathematics, PUC-Rio, Rio de Janeiro, Brazil;Department of Mathematics, PUC-Rio, Rio de Janeiro, Brazil;Université Claude Bernard, Lyon, France

  • Venue:
  • Journal of Mathematical Imaging and Vision
  • Year:
  • 2007

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Abstract

Image and geometry processing applications estimate the local geometry of objects using information localized at points. They usually consider information about the tangents as a side product of the points coordinates. This work proposes parabolic polygons as a model for discrete curves, which intrinsically combines points and tangents. This model is naturally affine invariant, which makes it particularly adapted to computer vision applications. As a direct application of this affine invariance, this paper introduces an affine curvature estimator that has a great potential to improve computer vision tasks such as matching and registering. As a proof-of-concept, this work also proposes an affine invariant curve reconstruction from point and tangent data.