Discovering Useful Information for Personal Authentication by Statistical Analyses on Biometric Information

通过生物识别信息的统计分析发现对个人认证有用的信息

• 批准号: 22700149
• 负责人: BABA Kensuke
• 金额: $ 2.5万
• 依托单位: Kyushu University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2010
• 资助国家: 日本
• 起止时间: 2010 至 2012
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22700149/
• 关键词: 生体認証; 統計解析; パターン認識; 機械学習

This research is trying to find useful information for personal authentication by statistical analyses on biometric information in order to realize a secure and useful biometric-based authentication system. This research focused on palmprint images and fingerprint images, and proposed an accurate and efficient authentication system which can search a similar image of a query image fast by a statistical analysis on the similarities between sample images. By the results, the dimension of useful information for personal authentication in biometric images can be estimated, which is expected to lead we are able to discover the information.

本研究试图通过对生物特征信息的统计分析，找出对个人身份认证有用的信息，以实现一个安全、实用的基于生物特征的认证系统。本文以掌纹图像和指纹图像为研究对象，通过对样本图像之间相似性的统计分析，提出了一种准确高效的认证系统，能够快速搜索到查询图像的相似图像。利用该结果可以估计出生物特征图像中对身份认证有用的信息的维数，从而有助于发现这些信息。

项目成果

SINGULAR POINT DETECTION FOR EFFICIENT FINGERPRINT CLASSIFICATION

• 发表时间: 2012
• 期刊: International journal of new computer architectures and their applications
• 作者: A. Awad;K. Baba

An Identifiable Yet Unlinkable Authentication System in Multi-service Environment

多业务环境下可识别不可链接的认证系统

• 发表时间: 2010
• 期刊: IPSJ Transactions on Mathematical Modeling and its Applications
• 作者: Toru Nakamura;et al.
• 通讯作者: et al.

A Dependability Analysis of Smart Cards for Biometric Authentication

生物识别智能卡的可靠性分析

• 发表时间: 2013
• 期刊: Proc. International Conference e-Society
• 作者: Meng Chen;Shogo Okada;Katsumi Nitta;K. Baba and S. Egawa
• 通讯作者: K. Baba and S. Egawa

Lecture Notes of the Institute for Computer Sciences

计算机科学研究所讲义

• 发表时间: 2009
• 作者: L.Prevost;O.Liechti;M.Lyons
• 通讯作者: M.Lyons

On the Order of Search for Personal Identification with Biometric Images

论利用生物特征图像查找个人身份的顺序

• 发表时间: 2013
• 期刊: Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications
• 作者: 岡田将吾;伊豆蔵拓也;西田豊明;Naoki Fukuta and Takayuki Ito;K. Baba and S. Egawa
• 通讯作者: K. Baba and S. Egawa