• DocumentCode
    312858
  • Title

    Human skin and hand motion analysis from range image sequences using nonlinear FEM

  • Author

    Tsap, Leonid V. ; Goldgof, Dmitry B. ; Sarkar, Sudeep

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
  • fYear
    1997
  • fDate
    35597
  • Firstpage
    80
  • Lastpage
    88
  • Abstract
    We propose new methods for human tissue motion analysis from range image sequences using the nonlinear finite element method (FEM). The approach combines range data, mechanics of human tissues, and dynamics of their motion using nonlinear finite element models. We are able to evaluate the changes in strain distribution over time. Given images at two time instances and their corresponding features, we use FEM to synthesize intermediate images not only of the displacement fields, but also of the strains of the underlying tissues. This results in a physically-based framework for motion and strain analysis. The results from the skin elasticity experiments show promise of detecting differences in elasticity between normal and abnormal tissue. The results from the hand motion experiments indicate the level of strain that could be causing repetitive stress injury (RSI)
  • Keywords
    biomechanics; computer vision; ergonomics; finite element analysis; human factors; image sequences; motion estimation; skin; RSI; abnormal tissue; computer vision; displacement fields; hand motion analysis; human skin analysis; human tissue mechanics; human tissue motion analysis; nonlinear FEM; nonlinear finite element method; normal tissue; range image sequences; repetitive stress injury; skin elasticity experiments; strain analysis; strain distribution; time instances; Capacitive sensors; Elasticity; Finite element methods; Humans; Image motion analysis; Image sequences; Injuries; Motion analysis; Skin; Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nonrigid and Articulated Motion Workshop, 1997. Proceedings., IEEE
  • Conference_Location
    San Juan
  • Print_ISBN
    0-8186-8040-7
  • Type

    conf

  • DOI
    10.1109/NAMW.1997.609857
  • Filename
    609857