UM
Bionic face recognition using gabor transformation
He G.2; Tang Y.2; Fang B.2; Wang P.S.P.1
2011-05-01
Source PublicationInternational Journal of Pattern Recognition and Artificial Intelligence
ISSN02180014
Volume25Issue:3Pages:391-402
AbstractIn this paper, we propose a bionic face recognition method based on Gabor feature. First, Gabor features are extracted from face images, followed by dimensionality reduction using 2DPCA algorithm, which serves as the feature vectors of the proposed method. Finally, the bionic classifier is trained for classification. The experiment on AR and PIE face database is reported to show the effectiveness of the proposed method and compare it with Gabor-2DPCA algorithm and Gabor-PCA algorithm. © 2011 World Scientific Publishing Company.
Keyword2DPCA Bionic face recognition Gabor transformation
DOI10.1142/S021800141100866X
URLView the original
Language英語
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Cited Times [WOS]:8   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.Northeastern University
2.Chongqing University
Recommended Citation
GB/T 7714
He G.,Tang Y.,Fang B.,et al. Bionic face recognition using gabor transformation[J]. International Journal of Pattern Recognition and Artificial Intelligence,2011,25(3):391-402.
APA He G.,Tang Y.,Fang B.,&Wang P.S.P..(2011).Bionic face recognition using gabor transformation.International Journal of Pattern Recognition and Artificial Intelligence,25(3),391-402.
MLA He G.,et al."Bionic face recognition using gabor transformation".International Journal of Pattern Recognition and Artificial Intelligence 25.3(2011):391-402.
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