吉林大学学报(工学版) ›› 2015, Vol. 45 ›› Issue (6): 1954-1960.doi: 10.13229/j.cnki.jdxbgxb201506032

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Video-based face texture representation and recognition with fusion features from multi-view

WANG Yu1,2,3, SHEN Xuan-jing1,2, CHEN Hai-peng1,2, TAN Ying4   

  1. 1.College of Computer Science and Technology, Jilin University, Changchun, Jilin 130012, China;
    2.Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, China;
    3.Applied Technology College Jilin University, Changchun 130012, China;
    4.Center for Computer Fundamental Education of Jilin University,Changchun 130012,China
  • Received:2014-04-16 Online:2015-11-01 Published:2015-11-01

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Abstract:

A video-based face texture program was proposed, which can extract binary patterns from three orthogonal planes in the frequency domain of the Gabor transform (GLBP-TOP). First, each normalized face was transformed by Gabor wavelet to get enhanced Gabor magnitude map. Then, the LBP-TOP operator was applied to the maps to extract video texture. Finally, weighted Chi square statistics based on Fisher Criterion were used to realize the face classification. The proposed algorithm achieved good results in the Honda-UCSD database, and was effective and robust under changes of illustration and expressions.

Key words: computer application, video-based face recognition, Gabor filters, local binary patterns from three orthogonal planes (LBP-TOP), Fisher criterion

CLC Number: 

  • TP391
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