• DocumentCode
    3055257
  • Title

    Edge length ratios: an affine invariant shape representation for recognition with occlusions

  • Author

    Glauser, T. ; Bunke, H.

  • Author_Institution
    Bern Univ., Switzerland
  • fYear
    1992
  • fDate
    30 Aug-3 Sep 1992
  • Firstpage
    437
  • Lastpage
    440
  • Abstract
    The authors propose a set of local shape descriptors for polygons based on edge length ratios. These descriptors are invariant under any affine transformation, i.e. translation, scaling, rotation and projection from 3D to any 2D plane. Furthermore, they are complete in the sense that they allow the reconstruction of any polygon in 3D space given at least three consecutive vertices. The authors then consider the recognition of 2D polygonal objects under any affine transformation and in the presence of occlusion. they introduce a recognition procedure that is based on the matching of edge length ratios, using a simplified version of the standard dynamic programming procedure commonly employed for string matching
  • Keywords
    computerised pattern recognition; computerised picture processing; dynamic programming; affine invariant shape representation; affine transformation invariance; dynamic programming; edge length ratio matching; edge length ratios; occlusions; polygons; shape recognition; Constraint optimization; Convergence; Dynamic programming; Iterative algorithms; Iterative methods; Noise robustness; Noise shaping; Shape; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
  • Conference_Location
    The Hague
  • Print_ISBN
    0-8186-2910-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1992.201594
  • Filename
    201594