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Combining face and iris biometrics for identity verification
Wang, YH; Tan, TN; Jain, AK
2003
发表期刊AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
卷号2688期号:0页码:805-813
文章类型Article
摘要Face and iris identification have been employed in various biometric applications. Besides improving verification performance, the fusion of these two biometrics has several other advantages. We use two different strategies for fusing iris and face classifiers. The first strategy is to compute either an unweighted or weighted sum and to compare the result to a threshold. The second strategy is to treat the matching distances of face and iris classifiers as a two-dimensional feature vector and to use a classifier such as Fisher's discriminant analysis and a neural network with radial basis function (RBFNN) to classify the vector as being genuine or an impostor. We compare the results of the combined classifier with the results of the individual face and iris classifiers.
关键词None
WOS标题词Science & Technology ; Technology
关键词[WOS]CLASSIFIERS ; RECOGNITION
收录类别SCI ; ISTP
语种英语
WOS研究方向Computer Science ; Imaging Science & Photographic Technology
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS记录号WOS:000184940200093
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9900
专题09年以前成果
作者单位1.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
2.Michigan State Univ, Dept Comp Sci, E Lansing, MI 48824 USA
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GB/T 7714
Wang, YH,Tan, TN,Jain, AK. Combining face and iris biometrics for identity verification[J]. AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2003,2688(0):805-813.
APA Wang, YH,Tan, TN,&Jain, AK.(2003).Combining face and iris biometrics for identity verification.AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2688(0),805-813.
MLA Wang, YH,et al."Combining face and iris biometrics for identity verification".AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 2688.0(2003):805-813.
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