• DocumentCode
    2840289
  • Title

    Rapid pose estimation of Mongolian faces using projective geometry

  • Author

    Hua-Ming, Li ; Ming-Quan, Zhou ; Guo-hua, Geng

  • Author_Institution
    Dept. of Comput. Sci., Northwest Univ., Xi´´an, China
  • fYear
    2004
  • fDate
    13-15 Oct. 2004
  • Firstpage
    171
  • Lastpage
    176
  • Abstract
    We present a new method to estimate the pose of human head from a monocular image in this paper. The method only uses a face model that formed by five points (four eye-corners and subnasale) in human face, does not need any auxiliary equipment. The estimation involves the research result of the anthropometry in the Mongolian race´s feature we had obtained, and employs the theory of the projective geometry. We divide the pose computation into separate estimation of the orientation about X, Y and Z-axis, respectively. For the automatic detection of these points, active appearance models (AAM) are utilized in our experiment. It had been shown that the results of experiment -were very close with actual rotational angles of human face. Especially when facial rotation in a naturally small angle, less than 30°, we can obtain the approximate accurate value of rotational angles by using this method.
  • Keywords
    computational geometry; face recognition; Mongolian faces; active appearance models; human head position; pose computation; projective geometry; rapid pose estimation; Active appearance model; Deformable models; Eyes; Face detection; Face recognition; Facial features; Geometry; Humans; Mouth; Solid modeling; 3D facial position; Facial Feature; Mongolian race; Monocular view; Pose estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on
  • ISSN
    1550-5219
  • Print_ISBN
    0-7695-2250-5
  • Type

    conf

  • DOI
    10.1109/AIPR.2004.37
  • Filename
    1409694