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Proceedings Paper

An approach for fast human head pose estimation
Author(s): Yessenia Yari; Jacob Scharcanski
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Paper Abstract

This paper proposes a simplied fast method to estimate the head pose in monocular images. The head pose is estimated comparing the position of the landmark points localized in the face, which correspond to pre-selected points of a 3D face model. To localize these points on a face image (such as the eyes, mouth and nose) we use Active Shape Models. These points are detected in the 2D space, and next the 3D face model is adjusted by geometric transformations to the 2D points on the face image to estimate the head angular position in the 3D space. Our preliminary experimental results are encouraging, since they show that our simplied approach has a competitive accuracy when compared to more sophisticated methods available in the literature.

Paper Details

Date Published: 27 May 2011
PDF: 7 pages
Proc. SPIE 8063, Mobile Multimedia/Image Processing, Security, and Applications 2011, 80630I (27 May 2011); doi: 10.1117/12.884138
Show Author Affiliations
Yessenia Yari, Univ. Federal do Rio Grande do Sul (Brazil)
Jacob Scharcanski, Univ. Federal do Rio Grande do Sul (Brazil)


Published in SPIE Proceedings Vol. 8063:
Mobile Multimedia/Image Processing, Security, and Applications 2011
Sos S. Agaian; Sabah A. Jassim; Yingzi Du, Editor(s)

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