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EEG Based Biometric Authentication Using New Spectral Features

https://repository.lib.tottori-u.ac.jp/records/7025
https://repository.lib.tottori-u.ac.jp/records/7025
726bdc3d-9e99-4fde-b70f-64ab75ef863c
名前 / ファイル ライセンス アクション
ISPACS2009_651.pdf ISPACS2009_651.pdf (277.4 kB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2018-06-22
タイトル
タイトル EEG Based Biometric Authentication Using New Spectral Features
言語 en
言語
言語 eng
資源タイプ
資源タイプ conference paper
著者 Nakanishi, Isao

× Nakanishi, Isao

WEKO 2512
e-Rad 80243377
研究者総覧鳥取大学 100000543

Nakanishi, Isao

en Nakanishi, Isao

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Baba, Sadanao

× Baba, Sadanao

WEKO 26071

Baba, Sadanao

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Miyamoto, Chisei

× Miyamoto, Chisei

WEKO 26072

Miyamoto, Chisei

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Baba, Sadanao

× Baba, Sadanao

WEKO 26073

en Baba, Sadanao

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Miyamoto, Chisei

× Miyamoto, Chisei

WEKO 26074

en Miyamoto, Chisei

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著者所属
値 Tottori University
著者所属
値 Tottori University
著者所属
値 Tottori University
抄録
内容記述タイプ Other
内容記述 From the viewpoint of user management, continuous authentication is effective. However, general biometrics such as fingerprint, iris, vein, and so on are not suitable for the continuous verification since they require conscious presentation of biometric data. As unconscious biometrics, to use a brain wave (electroencephalogram: EEG) has been proposed but conventional approaches require heavy computational load for feature extraction and verification and it becomes a problem for practical applications. In this paper, we propose new features: the concavity and convexity of spectral distribution in the alpha band and propose to fuse them with a spectral variance in verification. The proposed methods are achieved with low computational load. In our experiments using 23 subjects, EER of 11% is obtained and it is comparable with the performance of conventional approaches.
書誌情報 Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2009 (ISPACS2009)
en : Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2009 (ISPACS2009)

p. 651-654, 発行日 2009
出版者
出版者 IEEE
ISBN
識別子タイプ ISBN
関連識別子 9781424450152
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.1109/ISPACS.2009.5383756
権利
権利情報 © 2009 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 coll
情報源
関連名称 Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2009 (ISPACS2009). 2009, 651-654
関連サイト
識別子タイプ URI
関連識別子 https://ieeexplore.ieee.org/abstract/document/5383756/
関連名称 https://ieeexplore.ieee.org/abstract/document/5383756/
著者版フラグ
出版タイプ AM
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