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作者:

Wu, Lifang (Wu, Lifang.) (学者:毋立芳) | Xu, Xiao (Xu, Xiao.) | Cao, Yu (Cao, Yu.) | Hou, Yaxi (Hou, Yaxi.) | Qi, Wei (Qi, Wei.)

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CPCI-S

摘要:

With the development of E-Commerce, biometric based on-line authentication is more competitive and is paid more attentions. It brings about one of hot issues of liveness detection recently. In this paper, we propose a liveness detection scheme to combine Fourier statistics and local binary pattern (LBP). First, The Gamma correction and DoG filtering are utilized to reduce the illumination variation and to preserve the key information of the image. Then the Fourier statistics and LBP are combined together to form a new feature vector. Finally, a SVM classifier is trained to discriminate the live and forge face image. The experimental results on the NUAA demonstrate that the proposed scheme is efficient and robust.

关键词:

photo spoofing Fourier statistics Liveness detection

作者机构:

  • [ 1 ] [Wu, Lifang]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Xu, Xiao]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Cao, Yu]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Hou, Yaxi]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 5 ] [Qi, Wei]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China

通讯作者信息:

  • 毋立芳

    [Wu, Lifang]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China

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来源 :

BIOMETRIC RECOGNITION (CCBR 2014)

ISSN: 0302-9743

年份: 2014

卷: 8833

页码: 173-181

语种: 英文

被引次数:

WoS核心集被引频次: 2

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