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Robust face recognition with multi-scale Weber local descriptor
Yang, Guangchao1; Fang, Bin1; Tang, Yuan Yan2
2017-09
Source PublicationINTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
ISSN0219-6913
Volume15Issue:5Pages:1750052 (12 pages)
Other Abstract

This paper presents a simple and novel approach for robust face recognition. Extended multi-scale Weber local descriptor based on unfixed size patches is proposed to obtain micro and macro patterns. Then the recognition is performed using nearest neighborhood method based on Chi-square distance. Voting strategy is utilized in classification to reduce the impacts of the poor quality regions in face image caused by pose, illumination variations. Experiments on CMU-PIE, FERET and AR databases show that the proposed method has higher recognition accuracy in comparison with traditional methods.

KeywordFace Recognition Multi-scale Wld Unfixed Size Patches Voting Strategy
DOIhttps://doi.org/10.1142/S0219691317500527
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Software Engineering ; Mathematics, Interdisciplinary Applications
WOS IDWOS:000408565500012
PublisherWORLD SCIENTIFIC PUBL CO PTE LTD
The Source to ArticleWOS
Fulltext Access
Citation statistics
Cited Times [WOS]:2   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorYang, Guangchao; Fang, Bin; Tang, Yuan Yan
Affiliation1.College of Computer Science, Chongqing University Chongqing 400030, P. R. China
2.Department of Computer and Information Science University of Macau, Macau 999078, P. R. China
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Yang, Guangchao,Fang, Bin,Tang, Yuan Yan. Robust face recognition with multi-scale Weber local descriptor[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,2017,15(5):1750052 (12 pages).
APA Yang, Guangchao,Fang, Bin,&Tang, Yuan Yan.(2017).Robust face recognition with multi-scale Weber local descriptor.INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,15(5),1750052 (12 pages).
MLA Yang, Guangchao,et al."Robust face recognition with multi-scale Weber local descriptor".INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 15.5(2017):1750052 (12 pages).
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