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Author:

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

Indexed by:

EI Scopus

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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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Source :

Year: 2008

Page: 725-730

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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