フルテキストファイル
著者
Nakanishi Isao Graduate School of Engineering, Tottori University 鳥取大学研究者総覧 KAKEN研究者をさがす
Yoshikawa Takuya Graduate School of Engineering Tottori University
キーワード
biometrics
unconscious biometrics
continuous authentication
brain wave
principle component analysis
NDC分類
5類 技術・工学・工業
抄録
For user management in high-security systems, continuous authentication is required, where unconscious biometrics is suitable. We have proposed to use brain waves as such unconscious biometrics. Assuming continuous authentication of drivers, we have measured brain waves in virtual driving environments and evaluated the verification performance. In this paper, we introduce Principle Component Analysis (PCA) into the feature extraction. It is confirmed that the introduction of PCA is effective for improving the verification performance.
出版者
IEEE
資料タイプ
会議資料
外部リンク
ISSN・ISBN
978-1-4244-5015-2
掲載誌名
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015)
最新掲載誌名
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015)
開始ページ
422
終了ページ
425
発行日
2015
出版者DOI
著者版フラグ
著者版
著作権表記
© © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
掲載情報
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015). 2015, 422-425
部局名
工学部・工学研究科
言語
英語