3D Face Fitting using Multi-stage Parameter Updating in the 3D Morphable Face Model

被引：0
|
作者：
Choi, Inho [1 ]
Kim, Daijin [1 ]
机构：
[1] Pohang Univ Sci & Technol, Dept Comp Sci & Engn, Pohang, South Korea
来源：
ISM: 2008 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA | 2008年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper proposes a 3D face fitting algorithm based on the 3D Morphable Face Model. This algorithm updates parameters at each stage in the fitting process. To simplify measurement of parameters, this algorithm updates the parameters in cylindrical coordinates. The parameters are updated using a cost function which is the difference between the input 3D face data and the fitted 3D face model. This proposed algorithm shows good results when shape, texture and extrinsic variations occur in the 3D domain. The average correlation of the fitted shape and texture parameters to the test values are 0.72 and 0.99, respectively. This 3D face fitting algorithm can be widely used for 3D face analysis and 3D face recognition.
引用
收藏
页码：274 / 279
页数：6
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