| 多模板指纹的特征拼接 |
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| 引用本文： | 祝恩,殷建平,张国敏,胡春风. 多模板指纹的特征拼接[J]. 国防科技大学学报, 2005, 27(6): 26-29 |
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| 作者姓名： | 祝恩 殷建平 张国敏 胡春风 |
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| 作者单位： | 国防科技大学,计算机学院,湖南,长沙,410073;国防科技大学,计算机学院,湖南,长沙,410073;国防科技大学,计算机学院,湖南,长沙,410073;国防科技大学,计算机学院,湖南,长沙,410073 |
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| 基金项目： | 国家自然科学基金资助项目(60373023) |
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| 摘 要： | 许多自动指纹识别系统在注册阶段对于每个用户存储同一手指的多个模板指纹,在认证阶段将输入的指纹和存储在模板库中的相应手指的多个模板指纹进行比对。提出了将多个模板指纹的特征进行拼接的方法,将多个模板指纹拼接成一个模板指纹。这样,在认证阶段可以减少和输入指纹进行比对的模板个数,加快了比对速度。同时,拼接而成的模板指纹比单个模板指纹的特征丰富,有利于提高识别的正确率。实验测试表明,方法能够提高系统的识别性能。
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| 关 键 词： | 指纹识别 指纹注册 模板指纹 模板特征 特征拼接 |
| 文章编号： | 1001-2486(2005)06-0026-04 |
| 收稿时间： | 2005-09-04 |
| 修稿时间： | 2005-09-04 |
Merging Features of Multiple Template Fingerprints |
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| ZHU En,YIN Jianping,ZHANG Guomin and HU Chunfeng. Merging Features of Multiple Template Fingerprints[J]. Journal of National University of Defense Technology, 2005, 27(6): 26-29 |
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| Authors: | ZHU En YIN Jianping ZHANG Guomin HU Chunfeng |
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| Affiliation: | College of Computer , National Univ. of Defense Technology, Changsha 410073, China;College of Computer , National Univ. of Defense Technology, Changsha 410073, China;College of Computer , National Univ. of Defense Technology, Changsha 410073, China;College of Computer , National Univ. of Defense Technology, Changsha 410073, China |
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| Abstract: | An automatic fingerprint identification system(AFIS) includes two stages,i.e.registration and authentication.At the atregistration stage,most AFISs store multiple template fingerprints of the same finger per user.When authenticating,the input fingerprint is compared with these multiple templates.This paper proposes merging features of multiple template fingerprints.Only the merged template is stored in the template database.When authenticating,the number of templates with which the input fingerprint is compared is decreased,thus the authentication is sped up.At the same time,it helps to improve the recognition accuracy so that the merged template contains more features than a single template.Experiments show that our method can achieve improved system performance. |
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| Keywords: | fingerprint recognition fingerprint registration template fingerprint template features merging features |
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