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Face recognition using ordinal features
Liao, SC; Lei, Z; Zhu, XX; Sun, ZA; Li, SZ; Tan, T; Zhang, D; Jain, AK
2006
发表期刊ADVANCES IN BIOMETRICS, PROCEEDINGS
卷号3832页码:40-46
文章类型Article
摘要In this paper, we present an ordinal feature based method for face recognition. Ordinal features are used to represent faces. Hamming distance of many local sub-windows is computed to evaluate differences of two ordinal faces. AdaBoost learning is finally applied to select most effective hamming distance based weak classifiers and build a powerful classifier. Experiments demonstrate good results for face recognition on the FERET database, and the power of learning ordinal features for face recognition.
WOS标题词Science & Technology ; Technology
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号WOS:000235768300006
引用统计
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9245
专题09年以前成果
作者单位1.Chinese Acad Sci, Ctr Biometr & Secur Res, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
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GB/T 7714
Liao, SC,Lei, Z,Zhu, XX,et al. Face recognition using ordinal features[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832:40-46.
APA Liao, SC.,Lei, Z.,Zhu, XX.,Sun, ZA.,Li, SZ.,...&Jain, AK.(2006).Face recognition using ordinal features.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832,40-46.
MLA Liao, SC,et al."Face recognition using ordinal features".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832(2006):40-46.
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