Fingerprint matching based on global comprehensive similarity
文献类型：期刊论文
| 作者 | He, YL; Tian, J ; Li, L; Chen, H; Yang, X; Tian, Jie
|
| 刊名 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
 |
| 出版日期 | 2006-06-01 |
| 卷号 | 28期号:6页码:850-862 |
| 关键词 | fingerprint identification ridge-based nearest neighborhood among minutiae relative feature minutia-simplex |
| 通讯作者 | Tian, Jie |
| 英文摘要 | This paper introduces a novel algorithm based on global comprehensive similarity with three steps. To describe the Euclidean space- based relative features among minutiae, we first build a minutia- simplex that contains a pair of minutiae as well as their associated textures, with its transformation- variant and invariant relative features employed for the comprehensive similarity measurement and parameter estimation, respectively. By the second step, we use the ridge- based nearest neighborhood among minutiae to represent the ridge- based relative features among minutiae. With these ridge- based relative features, minutiae are grouped according to their affinity with a ridge. The Euclidean space- based and ridge- based relative features among minutiae reinforce each other in the representation of a fingerprint. Finally, we model the relationship between transformation and the comprehensive similarity between two fingerprints in terms of histogram for initial parameter estimation. Through these steps, our experiment shows that the method mentioned above is both effective and suitable for limited memory AFIS owing to its less than 1k byte template size. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | CLASSIFICATION ; VERIFICATION ; ENHANCEMENT ; SPACE |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000236734400001 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9237]  |
| 专题 | 自动化研究所_09年以前成果 |
| 通讯作者 | Tian, Jie |
| 作者单位 | 1.Chinese Acad Sci, Ctr Biometr & Secur Res, Key Lab Complex Syst & Intelligence Sci, Inst Automat, Beijing 100080, Peoples R China 2.Microsoft Res Adv Technol Ctr, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, YL,Tian, J,Li, L,et al. Fingerprint matching based on global comprehensive similarity[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2006,28(6):850-862. |
| APA | He, YL,Tian, J,Li, L,Chen, H,Yang, X,&Tian, Jie.(2006).Fingerprint matching based on global comprehensive similarity.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,28(6),850-862. |
| MLA | He, YL,et al."Fingerprint matching based on global comprehensive similarity".IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 28.6(2006):850-862. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。