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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:

CPCI-S

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:

Author Community:

  • [ 1 ] [Wang, Chengzhang]Beijing Univ Technol, Coll Comp Sci, Multimedia & Intelligent Software Technol Beijing, Beijing, Peoples R China
  • [ 2 ] [Yin, Baocai]Beijing Univ Technol, Coll Comp Sci, Multimedia & Intelligent Software Technol Beijing, Beijing, Peoples R China
  • [ 3 ] [Sun, Yanfeng]Beijing Univ Technol, Coll Comp Sci, Multimedia & Intelligent Software Technol Beijing, Beijing, Peoples R China
  • [ 4 ] [Bai, Xiaoming]Captial Univ Econ & Business, Coll Informat, Beijing, Peoples R China

Reprint Author's Address:

  • [Wang, Chengzhang]Beijing Univ Technol, Coll Comp Sci, Multimedia & Intelligent Software Technol Beijing, Beijing, Peoples R China

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Source :

PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2

ISSN: 1810-7869

Year: 2008

Page: 725-,

Language: English

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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