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基于正投影视图的多姿态人脸识别算法
引用本文:武芒,王燕,刘志镜,李夏忠.基于正投影视图的多姿态人脸识别算法[J].西安电子科技大学学报,2004,31(4):597-601.
作者姓名:武芒  王燕  刘志镜  李夏忠
作者单位:(西安电子科技大学 计算机信息应用研究所中心, 陕西 西安 710071)
摘    要:提出了基于正投影视图的多姿态人脸识别技术,根据特定人的正投影视图建立出特定人的3D模型,将3D模型进行任意角度的投影产生出多姿态人脸图像,基于该正投影视图和生成的多姿态图像进行多姿态人脸识别.实验结果表明该算法识别的正确率远高于基于单前视图的算法.

关 键 词:人脸识别  多姿态  正投影视图  3D模型  
文章编号:1001-2400(2004)04-0597-05

Multi-pose face recognition based on orthogonal views
WU Mang,WANG Yan,LIU Zhi-jing,LI Xia-zhong.Multi-pose face recognition based on orthogonal views[J].Journal of Xidian University,2004,31(4):597-601.
Authors:WU Mang  WANG Yan  LIU Zhi-jing  LI Xia-zhong
Affiliation:(Research Center of Computer Information Applications, Xidian Univ., Xi'an 710071, China)
Abstract:To deal with the problem of the traditional multi-pose face recognition based on the multi-view that it must have many face photos, a multi-pose face recognition algorithm based on the two orthogonal views is proposed. It consists of two steps. In the first step, a 3D face model is built by the person's two orthogonal views and multi-pose face images are produced by the projections of the 3D face model. In the second step, multi-pose face recognition is performed based on the training set that consists of the two orthogonal views and the synthesized multi-pose images. The experimental results show that the performance of the algorithm discussed in the paper is by far superior to that of the method based on the front view.
Keywords:face recognition  multi-pose  orthogonal view  3D model
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