[1]REN Xiao-long,SU Guang-da,XIANG Yan.Face authentication system using the Chinese second generation identity card[J].CAAI Transactions on Intelligent Systems,2009,4(3):213-217.
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Face authentication system using the Chinese second generation identity card

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 4 Number of periods: 2009 3 Page number: 213-217 Column: 学术论文—智能系统 Public date: 2009-06-25
Title:
Face authentication system using the Chinese second generation identity card
Author(s):
REN Xiao-long;  SU Guang-da;  XIANG Yan
Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Keywords:
face authentication;  2GID card;  geometric normalization;  eyeglasses removal;  grayscale normalization;  MMPPCA
CLC:
TP391
DOI:
-
Abstract:
This paper presents a new face authentication system that was developed to use the Chinese second generation identity card (2GID card). A face recognition method based on multimodal parts and principal component analysis (MMPPCA) was adopted. Image preprocessing methods for various input devices, such as geometric normalization, glasses removal and grayscale normalization on a region of interest (ROI) were employed to improve the performance of the system. Experimental results on a real database proved that this authentication system can achieve acceptable results for recognition even though the resolution of the image is quite low and the illumination is uncontrolled. Because of the extensive application of 2GID card in public security, customs, banking and other areas, the proposed face authentication system using 2GID card has great practical value.
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