• DocumentCode
    2299898
  • Title

    Iterative estimation of non-rigid motion based on relative elasticity

  • Author

    Smith, Philip W. ; Nandhakumar, N.

  • Author_Institution
    Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
  • fYear
    1994
  • fDate
    11-12 Nov 1994
  • Firstpage
    206
  • Lastpage
    211
  • Abstract
    The vast majority of published research in motion has assumed that the imaged world moves in a rigid manner, even though this is an ill-posed assumption for recovering the motion parameters of many naturally occurring objects, such as clouds, plants, and animals. Unfortunately, if the rigidity of motion assumption is relaxed to allow deformation of motion, the problem of estimating the motion becomes severely underconstrained. In this paper, we define a model of deformable motion based on the concept of an object´s relative elasticity. We then use this novel concept to develop an iterative, linear technique to recover a description of the whole-body, as well as the sectional, motion of objects undergoing deformable transformations. The algorithm´s ability to perform the stated task is then verified by experiment
  • Keywords
    motion estimation; deformable motion; iterative estimation; motion parameters; nonrigid motion; relative elasticity; Animals; Clouds; Computer vision; Deformable models; Elasticity; Image motion analysis; Mathematical model; Motion analysis; Motion estimation; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Motion of Non-Rigid and Articulated Objects, 1994., Proceedings of the 1994 IEEE Workshop on
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6435-5
  • Type

    conf

  • DOI
    10.1109/MNRAO.1994.346234
  • Filename
    346234