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
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;
Conference_Titel :
Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on
Print_ISBN :
0-7695-2250-5
DOI :
10.1109/AIPR.2004.37