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Author:

Tang, Heng-Liang (Tang, Heng-Liang.) | Sun, Yan-Feng (Sun, Yan-Feng.) (Scholars:孙艳丰) | Yin, Bao-Cai (Yin, Bao-Cai.) (Scholars:尹宝才) | Ge, Yun (Ge, Yun.)

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Abstract:

To extract more information from face images and promote the recognition efficiency, a novel 2D face recognition approach is proposed for fusing multichannel information of face image. First, a face image is decomposed into four subimages by the Haar wavelets transform. Then, each subimage is represented by a new face representation approach, Haar local binary pattern histogram (HLBPH). Finally, two novel match models for face samples are presented to balance the different face regions. The linear weighted fusion strategy to fuse the four channels' facial information. Experimental results are tested on ORL and Yale face database, which show that the proposed algorithm is effective and robust to the facial pose, expression, and illumination conditions.

Keyword:

Face recognition Wavelet transforms

Author Community:

  • [ 1 ] [Tang, Heng-Liang]Beijing Municipal Key Lab of Multimedia and Intelligent Software Technology, College of Computer Science, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Tang, Heng-Liang]School of Information, Beijing Wuzi University, Beijing 101149, China
  • [ 3 ] [Sun, Yan-Feng]Beijing Municipal Key Lab of Multimedia and Intelligent Software Technology, College of Computer Science, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Yin, Bao-Cai]Beijing Municipal Key Lab of Multimedia and Intelligent Software Technology, College of Computer Science, Beijing University of Technology, Beijing 100124, China
  • [ 5 ] [Ge, Yun]Beijing Municipal Key Lab of Multimedia and Intelligent Software Technology, College of Computer Science, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2011

Issue: 12

Volume: 37

Page: 1907-1914

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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