An automatic method of building 3d morphable face model

Authors:
Hui Guo;Chengming Liu;Liming Zhang
Affiliations:
Dept of Electronic Engineering, Laboratory of Image and Intelligence, Fudan University, Shanghai, China;Dept of Electronic Engineering, Laboratory of Image and Intelligence, Fudan University, Shanghai, China;Dept of Electronic Engineering, Laboratory of Image and Intelligence, Fudan University, Shanghai, China
Venue:
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Year:
2005

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Abstract

In this paper, we propose an automatic method to set up a 3D morphable face model. The main idea is to combine the algorithm of Fast-AAM with Thin Plate Splines (TPS) for 3D data alignment. Our method is better than the algorithm of optical flow proposed in [3][5] because it avoids the local minima problem, and also it is better than the adaptive multi-resolution fitting algorithm [8][9] in 3D alignment because it is fully automatic and the latter needs to be manually initialized. Result shows that our method is practicable in speed and accuracy.