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Minutiae and modified Biocode fusion for fingerprint-based key generation

文献类型：期刊论文

作者Liu, Eryun1,2; Liang, Jimin1; Pang, Liaojun3; Xie, Min3; Tian, Jie1,4
刊名JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
出版日期2010-05-01
卷号33期号:3页码:221-235
关键词Key generation Secure sketch Feature fusion Fuzzy extractor Fingerprint alignment
英文摘要Key generation from biometrics has been studied intensively in recent years, linking a key with certain biometric enhances the strength of identity authentication. But the state-of-the-art key generation systems are far away from practicality due to low accuracy. The special manner of biometric matching makes a single feature based key generation system difficult to obtain a high recognition accuracy. Integrating more features into key generation system may be a potential solution to improve the system performance. In this paper, we propose a fingerprint based key generation system under the framework of fuzzy extractor by fusing two kinds of features: minutia-based features and image-based features. Three types of sketch, including minutiae based sketch, modified Biocode based sketch, and combined feature based sketch, are constructed to deal with the feature differences. Our system is tested on FVC2002 DB1 and DB2, and the experimental results show that the fusion scheme effectively improves the system performance compared with the systems based only on minutiae or modified Biocode. (C) 2009 Elsevier Ltd. All rights reserved.
WOS标题词Science & Technology ; Technology
类目[WOS]Computer Science, Hardware & Architecture ; Computer Science, Interdisciplinary Applications ; Computer Science, Software Engineering
研究领域[WOS]Computer Science
关键词[WOS]HUMAN AUTHENTICATION ; ORIENTATION FIELD ; SINGULAR POINTS ; HASH FUNCTIONS ; FUZZY VAULT ; MODEL ; MATCHER ; VERIFICATION ; PERFORMANCE ; COMPUTATION
收录类别SCI
语种英语
WOS记录号WOS:000278161500003
源URL[http://ir.ia.ac.cn/handle/173211/3957]  
专题自动化研究所_中国科学院分子影像重点实验室
作者单位1.Xidian Univ, Sch Life Sci & Technol, Life Sci Res Ctr, Xian 710071, Shaanxi, Peoples R China
2.Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China
3.Xidian Univ, Sch Telecommun Engn, Key Lab Comp Network & Informat Secur, Minist Educ, Xian 710071, Shaanxi, Peoples R China
4.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Liu, Eryun,Liang, Jimin,Pang, Liaojun,et al. Minutiae and modified Biocode fusion for fingerprint-based key generation[J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS,2010,33(3):221-235.
APA Liu, Eryun,Liang, Jimin,Pang, Liaojun,Xie, Min,&Tian, Jie.(2010).Minutiae and modified Biocode fusion for fingerprint-based key generation.JOURNAL OF NETWORK AND COMPUTER APPLICATIONS,33(3),221-235.
MLA Liu, Eryun,et al."Minutiae and modified Biocode fusion for fingerprint-based key generation".JOURNAL OF NETWORK AND COMPUTER APPLICATIONS 33.3(2010):221-235.

入库方式： OAI收割

来源：自动化研究所

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