• DocumentCode
    3319164
  • Title

    Optical flow and deformable objects

  • Author

    Giachetti, A. ; Torre, V.

  • Author_Institution
    Dipartimento di Fisica, Genoa Univ., Italy
  • fYear
    1995
  • fDate
    20-23 Jun 1995
  • Firstpage
    706
  • Lastpage
    711
  • Abstract
    When a plane undergoes a deformation that can be represented by a planar linear vector field, the projected vector field on the image plane of an optical device is at most quadratic. This 2D motion field has one singular point, with eigenvalues identical to those of the singular point describing the deformation. As a consequence, the nature of the singular point of the deformation is a projective invariant. When the plane moves and experiences a linear deformation at the same time, the associated 2D motion field is still quadratic with at most 3 singular points. In the case of a normal rototranslation, i.e. when the angular velocity is normal to the plane, and of a linear deformation, the 2D motion field has at most one singular point and substantial information on the rigid motion and on the deformation can be recovered from it. Experiments with simulated deformations and real deformable objects show that the proposed analysis can provide accurate results and information on more general 3D deformations
  • Keywords
    angular velocity; eigenvalues and eigenfunctions; image sequences; 2D motion field; angular velocity; deformable objects; eigenvalues; normal rototranslation; optical device; optical flow; planar linear vector field; projective invariant; simulated deformations; Analytical models; Deformable models; Eigenvalues and eigenfunctions; Image analysis; Image motion analysis; Information analysis; Motion analysis; Optical devices; Vectors; Virtual colonoscopy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision, 1995. Proceedings., Fifth International Conference on
  • Conference_Location
    Cambridge, MA
  • Print_ISBN
    0-8186-7042-8
  • Type

    conf

  • DOI
    10.1109/ICCV.1995.466869
  • Filename
    466869