Fingerprint Recognition with Identical Twin Fingerprints
文献类型：期刊论文
| 作者 | Tao, Xunqiang1; Chen, Xinjian2; Yang, Xin1 ; Tian, Jie1,3
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| 刊名 | PLOS ONE
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| 出版日期 | 2012-04-27 |
| 卷号 | 7期号:4页码:- |
| 英文摘要 | Fingerprint recognition with identical twins is a challenging task due to the closest genetics-based relationship existing in the identical twins. Several pioneers have analyzed the similarity between twins' fingerprints. In this work we continue to investigate the topic of the similarity of identical twin fingerprints. Our study was tested based on a large identical twin fingerprint database that contains 83 twin pairs, 4 fingers per individual and six impressions per finger: 3984 (83*2*4*6) images. Compared to the previous work, our contributions are summarized as follows: (1) Two state-of-the-art fingerprint identification methods: P071 and VeriFinger 6.1 were used, rather than one fingerprint identification method in previous studies. (2) Six impressions per finger were captured, rather than just one impression, which makes the genuine distribution of matching scores more realistic. (3) A larger sample (83 pairs) was collected. (4) A novel statistical analysis, which aims at showing the probability distribution of the fingerprint types for the corresponding fingers of identical twins which have same fingerprint type, has been conducted. (5) A novel analysis, which aims at showing which finger from identical twins has higher probability of having same fingerprint type, has been conducted. Our results showed that: (a) A state-of-the-art automatic fingerprint verification system can distinguish identical twins without drastic degradation in performance. (b) The chance that the fingerprints have the same type from identical twins is 0.7440, comparing to 0.3215 from non-identical twins. (c) For the corresponding fingers of identical twins which have same fingerprint type, the probability distribution of five major fingerprint types is similar to the probability distribution for all the fingers' fingerprint type. (d) For each of four fingers of identical twins, the probability of having same fingerprint type is similar. |
| WOS标题词 | Science & Technology |
| 类目[WOS] | Multidisciplinary Sciences |
| 研究领域[WOS] | Science & Technology - Other Topics |
| 关键词[WOS] | VERIFICATION ; SIMILARITY ; SYSTEMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000305336000050 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/4019]  |
| 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.Chinese Acad Sci, Inst Automat, Ctr Biometr & Secur Res, Beijing, Peoples R China 2.Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52242 USA 3.Xidian Univ, Sch Elect Engn, Life Sci Res Ctr, Xian 710071, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tao, Xunqiang,Chen, Xinjian,Yang, Xin,et al. Fingerprint Recognition with Identical Twin Fingerprints[J]. PLOS ONE,2012,7(4):-. |
| APA | Tao, Xunqiang,Chen, Xinjian,Yang, Xin,&Tian, Jie.(2012).Fingerprint Recognition with Identical Twin Fingerprints.PLOS ONE,7(4),-. |
| MLA | Tao, Xunqiang,et al."Fingerprint Recognition with Identical Twin Fingerprints".PLOS ONE 7.4(2012):-. |
入库方式： OAI收割
来源：自动化研究所
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