• DocumentCode
    775190
  • Title

    A Prototype for 3-D Hand Tracking and Posture Estimation

  • Author

    El-Sawah, Ayman ; Georganas, Nicolas D. ; Petriu, Emil M.

  • Author_Institution
    Discover Lab., Ottawa, Univ., Ottawa, ON
  • Volume
    57
  • Issue
    8
  • fYear
    2008
  • Firstpage
    1627
  • Lastpage
    1636
  • Abstract
    In this paper, we explain our experience in designing a prototype for 3-D hand tracking and dynamic gesture recognition. Our objective is to be able to continuously visually track the hand in a general background and to be able to recognize dynamic gestures in real time. The constraints and the conditions for our system to justify our approach are generic nonrestricted environment and generic nonspecific application. Our prototype has undergone several stages-from simulation to three different cycles of development and testing. We also present a road map for future development to reach the final goal.
  • Keywords
    gesture recognition; pose estimation; solid modelling; tracking; 3D hand modelling; 3D tracking prototype design; dynamic gesture recognition; generic nonrestricted environment; generic nonspecific application; posture estimation; Computational geometry; error model analysis; hand modeling; multijoint finger inverse kinematics; sensor calibration; vision-based hand posture estimation;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2008.925725
  • Filename
    4553695