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作者:

Wang, Chengzhang (Wang, Chengzhang.) | Yin, Baocai (Yin, Baocai.) (学者:尹宝才) | Bai, Xiaoming (Bai, Xiaoming.) | Sun, Yanfeng (Sun, Yanfeng.) (学者:孙艳丰)

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EI Scopus

摘要:

This paper presents a 3D active deformable model assisted face recognition method across variations in pose and illumination. An active deformable model is built based on the prototypical 3D faces aligned by the uniform mesh resampling combined with mesh simplification based 3D face alignment algorithm. The active deformable model is first employed to reconstruct 3D face from the input 2D face image, and also exploited to estimate the rotation angles of the head according to the image. The rotation angles are used as the assisted information to tackle the variation in pose. An illumination regulating approach based on the distribution of the monocular grayscale intensity of the images is presented to tackle the variation in illumination during the face recognition. Experimental results on the CMU-PIE database show the good performance of the recognition system.

关键词:

3D modeling Deformation Face recognition Mesh generation Three dimensional computer graphics

作者机构:

  • [ 1 ] [Wang, Chengzhang]Multimedia and Intelligent Software Technology Beijing Municipal Key Lab., College of Computer Science, Beijing University of Technology
  • [ 2 ] [Yin, Baocai]Multimedia and Intelligent Software Technology Beijing Municipal Key Lab., College of Computer Science, Beijing University of Technology
  • [ 3 ] [Bai, Xiaoming]College of Information, Capital University of Economics and Business, Beijing, China
  • [ 4 ] [Sun, Yanfeng]Multimedia and Intelligent Software Technology Beijing Municipal Key Lab., College of Computer Science, Beijing University of Technology

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年份: 2008

页码: 725-730

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 8

ESI高被引论文在榜: 0 展开所有

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