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FGR
2008
IEEE

Bilinear elastically deformable models with application to 3D face and facial expression recognition

8 years 8 months ago
Bilinear elastically deformable models with application to 3D face and facial expression recognition
In this paper, we explore bilinear and elastically deformable models for addressing jointly 3-dimensional face and facial expression recognition. An elastically deformable model is built first to allow anatomically valid point-to-point correspondence among face surfaces and then, bilinear models are used to decouple the impact of identity and expression on face appearance. This enables the representation of the surface using two independent sets of control coefficients that can be used for joint face and facial expression recognition. The proposed system was tested on the publicly available BU-3DFE face database where an average facial expression recognition rate of 89.5% and a rank-1 face recognition rate of 85% were achieved.
Iordanis Mpiperis, Sotiris Malassiotis, Michael G.
Added 29 May 2010
Updated 29 May 2010
Type Conference
Year 2008
Where FGR
Authors Iordanis Mpiperis, Sotiris Malassiotis, Michael G. Strintzis
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