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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/7025726bdc3d-9e99-4fde-b70f-64ab75ef863c
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
ISPACS2009_651.pdf (277.4 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
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| 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× Baba, Sadanao× Miyamoto, Chisei× Baba, Sadanao× 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 |
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| 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 | |||||
