• DocumentCode
    1742315
  • Title

    New multiscale planar shape invariant representation under a general affine transformations

  • Author

    Daoudi, Mohamed ; Matusiak, Stanislaw

  • Author_Institution
    Dept. of Comput. Sci., ENIC/INT, Villeneuve d´´Ascq, France
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    786
  • Abstract
    We introduce a set of invariant and local descriptors, which are independent under a general affine group transformation (GA(2): rotation, uniform scaling, translation, and stretching) of planar curves: a new invariant in affine scale-space (IASS). For their extraction, we propose a method based on multiple convolutions between the affine-parametrized curve and Gaussian kernel. The IASS representation of planar curves generalizes, in the affine case, a curvature scale space invariant description under similarity transformation (rotation, uniform scaling and translation)
  • Keywords
    computer vision; geometry; group theory; image segmentation; invariance; GA(2); Gaussian kernel; affine scale-space; affine-parametrized curve; general affine transformations; local descriptors; multiscale planar shape invariant representation; planar curves; rotation; similarity transformation; stretching; translation; uniform scaling; Cascading style sheets; Computer science; Computer vision; Feature extraction; Image recognition; Image reconstruction; Quantization; Robust stability; Shape; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903662
  • Filename
    903662