CASIA OpenIR  > 09年以前成果
Combining face and iris biometrics for identity verification
Wang, YH; Tan, TN; Jain, AK
Source PublicationAUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
2003
Volume2688Issue:0Pages:805-813
SubtypeArticle
AbstractFace 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.
KeywordNone
WOS HeadingsScience & Technology ; Technology
WOS KeywordCLASSIFIERS ; RECOGNITION
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science ; Imaging Science & Photographic Technology
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS IDWOS:000184940200093
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9900
Collection09年以前成果
Affiliation1.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
Recommended Citation
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, YH]'s Articles
[Tan, TN]'s Articles
[Jain, AK]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, YH]'s Articles
[Tan, TN]'s Articles
[Jain, AK]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, YH]'s Articles
[Tan, TN]'s Articles
[Jain, AK]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.